比较全面的 Kaggle 解决方案和创意列表
这是过去全球影响力非常非常非常大的竞赛网站 Kaggle （真实问题，真实奖金） 竞赛中顶尖选手分享的几乎所有可用解决方案和想法的列表。新竞赛结束后，不定时更新。
这个是中文翻译，英文请看原作者github上有FORK记录。
如果你觉得它很有趣，你可以给个星星支持原作者
| 标题描述 | 细节 | 解决方案 | 别针 | |
|---|---|---|---|---|
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609. 游乐场系列 - 第 4 季，第 5 集
使用洪水预测数据集进行回归 |
奖品：战利品 团队：2,788 种类：游乐场 指标：R2 分数 年份：2024 |
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608. 家居信贷 - 信用风险模型稳定性
创建一个模型来衡量随时间推移的特征稳定性 |
奖金：105,000美元 团队：3,856 种类：精选 指标：Home Credit 2023 - 基尼稳定性 年份：2024 |
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607. GeoLifeCLEF 2024 @ LifeCLEF 和 CVPR-FGVC
基于位置的物种存在预测 |
奖品：知识 团队：51 类型：研究 指标：F 分数 Beta（微） 年份：2024 |
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606. 游乐场系列 - 第 4 季，第 4 集
使用鲍鱼数据集进行回归 |
奖品：战利品 团队：2,606 种类：游乐场 指标：均方对数误差 年份：2024 |
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605. Enefit – 预测生产消费者的能源行为
预测生产消费者的能源模式并尽量减少不平衡成本。 |
奖金：5万美元 团队：2,731 种类：精选 指标：平均绝对误差 年份：2024 |
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604. 学习机构实验室 - PII 数据检测
开发自动化技术来检测并从教育数据中删除 PII。 |
奖金：6万美元 团队：2,048 人 种类：精选 指标：TLAL_F_beta 年份：2024 |
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603. LLM 快速恢复
恢复用于转换给定文本的提示 |
奖金：20万美元 团队：2,175 种类：精选 指标：LLM Nerd-Off 锐化余弦相似度 年份：2024 |
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602. Google – 使用 Gemma 执行数据任务的 AI 助手
构建工具来协助 Kaggle 开发人员 |
奖金：5万美元 团队：0 类型：分析 度量：- 年份：2024 |
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601. 2024 年 3 月机器学习狂热
预测 2024 年大学篮球锦标赛 |
奖金：5万美元 团队：820 种类：精选 指标：平均 Brier 评分 年份：2024 |
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600. HMS-有害脑活动分类
对危重患者的癫痫发作和其他有害脑活动模式进行分类 |
奖金：5万美元 团队：2,767 类型：研究 指标：Kullback Leibler 散度 年份：2024 |
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599. 游乐场系列 - 第 4 季，第 3 集
钢板缺陷预测 |
奖品：战利品 团队：2199 种类：游乐场 指标：受试者工作特征曲线下平均列面积 年份：2024 |
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598. Optiver - 收盘时交易
预测美国股市收盘走势 |
奖金：10万美元 团队：4,436 种类：精选 指标：平均列平均绝对误差 年份：2024 |
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597. 游乐场系列 - 第 4 季，第 2 集
肥胖风险的多类预测 |
奖品：战利品 团队：3,587 种类：游乐场 指标：准确率 年份：2024 |
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596. SenNet + HOA - 3D 人体血管系统破解
人体肾脏 3D 扫描中的分段血管系统 |
奖金：8万美元 团队：1,149 类型：研究 指标：表面骰子指标 年份：2024 |
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595. 游乐场系列 - 第 4 季，第 1 集
使用银行客户流失数据集进行二元分类 |
奖品：战利品 团队：3,632 种类：游乐场 指标：Roc Auc 得分 年份：2024 |
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594. 圣诞老人 2023 - 多面体排列谜题
用最少的动作解决曲折的谜题 |
奖金：5万美元 团队：1,054 种类：精选 公制：圣诞老人 2023 公制 年份：2024 |
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593. LLM - 检测 AI 生成的文本
确定哪篇文章是由大型语言模型编写的 |
奖金：110,000美元 团队：4,358 种类：精选 指标：Roc Auc 得分 年份：2024 |
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592. 将写作过程与写作质量联系起来
使用打字行为来预测论文质量 |
奖金：55,000 美元 团队：1,876 种类：精选 指标：均方误差 年份：2024 |
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591. NFL 大数据碗 2024
帮助评估应对策略和战术 |
奖金：10万美元 团队：0 类型：分析 度量：- 年份：2024 |
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590. UBC 卵巢癌亚型分类和异常值检测（UBC-OCEAN）
探索卵巢癌；揭示常见组织类型并发掘罕见变异 |
奖金：5万美元 团队：1,326 类型：研究 指标：平衡准确度得分 年份：2024 |
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589. 游乐场系列 - 第 3 季，第 26 集
肝硬化结果的多类预测 |
奖品：战利品 团队：1,661 种类：游乐场 指标：多类损失 年份：2023 |
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588. CAFA 5 蛋白质功能预测
[不接受新人进入] 预测蛋白质的生物学功能 |
奖金：5万美元 团队：1,625 类型：研究 指标：PostProcessorKernelDesc 年份：2023 |
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587. 斯坦福 Ribonanza RNA 折叠
创建一个预测任何 RNA 分子结构的模型 |
奖金：10万美元 团队：755 类型：研究 指标：平均绝对误差 年份：2023 |
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586. 儿童心理研究所 - 检测睡眠状态
根据腕戴式加速度计数据检测睡眠开始和唤醒情况 |
奖金：5万美元 团队：1,877 种类：精选 指标：事件检测 AP 年份：2023 |
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585. 游乐场系列 - 第 3 季，第 25 集
使用莫氏硬度数据集进行回归 |
奖品：战利品 团队：1,632 种类：游乐场 指标：中位数绝对误差 年份：2023 |
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584. 开放问题 – 单细胞扰动
预测小分子如何改变不同细胞类型的基因表达 |
奖金：10万美元 团队：1097 种类：精选 指标：加权行均方根误差 年份：2023 |
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583. NeurIPS 2023 - 机器学习
在不影响准确性的情况下消除所需样本的影响 |
奖金：5万美元 团队：1188人 类型：研究 指标：56167-unlearn-metric 年份：2023 |
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582. Lux AI 第 2 季 - NeurIPS 第 2 阶段
改造火星！ |
奖品：战利品 团队：64 种类：精选 指标：lux_ai_s2 年份：2023 |
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581. Google - 快还是慢？预测 AI 模型运行时间
预测 AI 模型的运行速度 |
奖金：5万美元 团队：616 类型：研究 指标：58266_TpuGraphsEval 年份：2023 |
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580. 游乐场系列 - 第 3 季，第 24 集
使用生物信号对吸烟者状况进行二元预测 |
奖品：战利品 团队：1,908 种类：游乐场 指标：Roc Auc 得分 年份：2023 |
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579. AI 村庄夺旗战 @ DEFCON31
通过逃避、投毒、窃取和欺骗 AI/ML 来收集旗帜 |
奖金：5万美元 团队：1,344 种类：精选 指标：Flag_Metric 年份：2023 |
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578. 使用 MakerSuite 进行 LLM 提示
使用 MakerSuite 为 LLM 设计实用、创新的提示 |
奖品：战利品 团队：0 类型：分析 度量：- 年份：2023 |
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577. 游乐场系列 - 第 3 季，第 23 集
使用软件缺陷数据集进行二元分类 |
奖品：战利品 团队：1,702 种类：游乐场 指标：Roc Auc 得分 年份：2023 |
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576. 孟加拉语.AI 语音识别
从发行外的录音中识别孟加拉语 |
奖金：53,000 美元 团队：744 类型：研究 指标：单词错误率 年份：2023 |
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575. RSNA 2023 腹部创伤检测
检测并分类腹部创伤 |
奖金：5万美元 团队：1,125 种类：精选 指标：RSNA 创伤指标 年份：2023 |
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574. CommonLit - 评估学生总结
自动评估 3-12 年级学生撰写的摘要 |
奖金：6万美元 团队：2,064 种类：精选 指标：平均加权列均方根误差 年份：2023 |
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573. Kaggle - 法学硕士科学考试
使用法学硕士学位来回答棘手的科学问题 |
奖金：5万美元 团队：2,664 种类：精选 指标：MAP@{K} 年份：2023 |
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572. 游乐场系列 - 第 3 季，第 22 集
预测马匹的健康状况 |
奖品：战利品 团队：1,541 种类：游乐场 指标：MicroF1 年份：2023 |
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571. 游乐场系列 - 第 3 季，第 21 集
以数据为中心的方式改进固定模型！ |
奖品：战利品 团队：955 种类：游乐场 指标：均方根误差 年份：2023 |
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570. Google – 美国手语手指拼写识别
训练快速准确的美国手语手指拼写识别模型 |
奖金：20万美元 团队：1,315 类型：研究 指标：PostProcessorKernelDesc 年份：2023 |
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569. 游乐场系列 - 第 3 季，第 20 集
预测卢旺达的二氧化碳排放量 |
奖品：战利品 团队：1,440 种类：游乐场 指标：均方根误差 年份：2023 |
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568. ICR - 识别与年龄相关的疾病
使用机器学习通过测量匿名特征来检测情况 |
奖金：6万美元 团队：6,430 种类：精选 指标：加权多类损失 年份：2023 |
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567. Google 研究 - 识别尾迹以减少全球变暖
训练 ML 模型来识别卫星图像中的凝结尾迹并帮助防止其形成 |
奖金：5万美元 团队：954 类型：研究 指标： contrails_global_dice 年份：2023 |
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566. 游乐场系列 - 第 3 季，第 19 集
预测迷你课程销售 |
奖品：战利品 团队：1172 种类：游乐场 指标：SMAPE 年份：2023 |
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565. HuBMAP——破解人体血管系统
从健康人类肾脏组织切片中分割微血管结构的实例。 |
奖金：5万美元 团队：1,064 类型：研究 指标：OpenImagesObjDetectionSegmentationAP 年份：2023 |
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564. 2023 年 Kaggle AI 报告
2023 年机器学习现状论文 |
奖金：70,000 美元 团队：379 类型：分析 指标：所有提交均得分 1 年份：2023 |
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563. 游乐场系列 - 第 3 季，第 18 集
使用酶底物数据集探索多标签分类 |
奖品：战利品 团队：1,056 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2023 |
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562. 根据游戏玩法预测学生表现
追踪学生从 Jo Wilder 在线教育游戏中学习 |
奖金：55,000 美元 团队：2,103 种类：精选 指标：F 分数（宏） 年份：2023 |
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561. 游乐场系列 - 第 3 季，第 17 集
机器故障的二元分类 |
奖品：战利品 团队：1,502 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2023 |
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560. Benetech – 让图表更易于访问
使用 ML 根据图表创建表格数据 |
奖金：5万美元 团队：608 种类：精选 指标：Benetech 混合数据类型匹配分数 年份：2023 |
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559. GoDaddy – 微型企业密度预测
预测下个月的微商密度 |
奖金：6万美元 团队：3,547 种类：精选 指标：SMAPE 年份：2023 |
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558. 维苏威火山挑战 - 墨水检测
从火山灰中复活一座古老的图书馆 |
奖金：100万美元 团队：1,249 种类：精选 指标：DiceFBeta 年份：2023 |
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557. 游乐场系列 - 第 3 季，第 16 集
使用螃蟹年龄数据集进行回归 |
奖品：战利品 团队：1,429 种类：游乐场 指标：平均绝对误差 年份：2023 |
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556. 图像匹配挑战 2023
从二维图像重建三维场景 |
奖金：5万美元 团队：494 类型：研究 指标：imc2023 年份：2023 |
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555. 帕金森步态预测冻结
通过可穿戴传感器数据进行事件检测 |
奖金：10万美元 团队：1,379 类型：研究 指标：sklearn_average_precision_score 年份：2023 |
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554. 游乐场系列 - 第 3 季，第 15 集
使用热通量数据集进行特征插补 |
奖品：战利品 团队：693 种类：游乐场 指标：平均绝对误差 年份：2023 |
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553. 鸟CLEF 2023
在声音景观中识别鸟叫声 |
奖金：5万美元 团队：1189 类型：研究 指标：buffered_cmAP 年份：2023 |
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552. FathomNet 2023
海洋变迁，物种迁移；深海样本外检测 |
奖品：知识 团队：69 类型：研究 指标：FathomNet 2023 年份：2023 |
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551. AMP®-帕金森病进展预测
使用帕金森病患者的蛋白质和肽数据测量来预测疾病的进展。 |
奖金：6万美元 团队：1,805 种类：精选 指标：SMAPE 年份：2023 |
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550. 游乐场系列 - 第 3 季，第 14 集
野生蓝莓产量预测 |
奖品：战利品 团队：1,875 种类：游乐场 指标：平均绝对误差 年份：2023 |
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549. 稳定扩散 - 图像到提示
推断出生成我们“高度详细、清晰对焦、插图、雄伟壮观的 3D 渲染”图像的提示 |
奖金：5万美元 团队：1,231 种类：精选 指标：平均余弦相似度 年份：2023 |
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548. 拉克丝人工智能第2季
改造火星！ |
奖金：55,000 美元 团队：637 种类：精选 指标：lux_ai_s2 年份：2023 |
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547. 游乐场系列 - 第 3 季，第 13 集
使用表格媒介传播疾病数据集进行分类 |
奖品：战利品 团队：934 种类：游乐场 指标：K 点的平均准确率 年份：2023 |
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546. Google – 孤立手语识别
增强 PopSigns 教育游戏以学习 ASL |
奖金：10万美元 团队：1165人 类型：研究 指标：PostProcessorKernelDesc 年份：2023 |
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545. IceCube - 深冰中的中微子
重建中微子从宇宙到南极的方向 |
奖金：5万美元 团队：812 类型：研究 指标：平均角度误差 年份：2023 |
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544. 游乐场系列 - 第 3 季，第 12 集
使用表格肾结石预测数据集进行二元分类 |
奖品：战利品 团队：1,088 人 种类：游乐场 指标：对数损失 年份：2023 |
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543. 2023 年 3 月机器学习狂热
预测 2023 年 NCAA 篮球锦标赛 |
奖金：5万美元 团队：1033 种类：精选 指标：均方误差 年份：2023 |
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542. 游乐场系列 - 第 3 季，第 11 集
使用表格媒体活动成本数据集进行回归 |
奖品：战利品 团队：952 种类：游乐场 指标：均方根误差 年份：2023 |
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541. 游乐场系列 - 第 3 季，第 10 集
使用 Pulsar 数据集进行二元分类 |
奖品：战利品 团队：807 种类：游乐场 指标：对数损失 年份：2023 |
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540. 学习平等 - 课程建议
通过将 K-12 内容与目标主题相匹配来增强学习 |
奖金：55,000 美元 团队：1,057 种类：精选 指标：F 分数 Beta（微） 年份：2023 |
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539. 游乐场系列 - 第 3 季，第 9 集
使用混凝土强度数据集进行表格回归 |
奖品：战利品 团队：765 种类：游乐场 指标：均方根误差 年份：2023 |
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538. 游乐场系列 - 第 3 季，第 8 集
使用宝石价格数据集进行表格回归 |
奖品：战利品 团队：734 种类：游乐场 指标：均方根误差 年份：2023 |
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537. 第一和未来 - 球员接触检测
根据传感器和视频数据检测球员接触 |
奖金：10万美元 团队：939 种类：精选 指标：马修斯相关系数 年份：2023 |
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536. 游乐场系列 - 第 3 季，第 7 集
使用预订取消数据集进行表格分类 |
奖品：战利品 团队：678 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2023 |
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535. RSNA 筛查乳房 X 线摄影乳腺癌检测
在乳房 X 线检查中发现乳腺癌 |
奖金：5万美元 团队：1,687 种类：精选 指标：概率 F 分数 Beta（微） 年份：2023 |
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534. 游乐场系列 - 第 3 季，第 6 集
使用巴黎房价数据集进行表格回归 |
奖品：战利品 团队：703 种类：游乐场 指标：均方根误差 年份：2023 |
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533. 游乐场系列 - 第 3 季，第 5 集
使用葡萄酒质量数据集进行表格序数回归 |
奖品：战利品 团队：901 种类：游乐场 指标：QuadraticWeightedKappa 年份：2023 |
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532. OTTO – 多目标推荐系统
根据现实世界的电子商务会话构建推荐系统 |
奖金：30,000 美元 团队：2,587 种类：精选 度量：- 年份：2023 |
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531. 游乐场系列第 3 季第 4 集
使用信用卡欺诈数据集进行表格分类 |
奖品：战利品 团队：641 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2023 |
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530. 游乐场系列第 3 季第 3 集
使用员工流失数据集进行表格分类 |
奖品：战利品 团队：665 种类：游乐场 指标： 年份：2023 |
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529. 圣诞老人 2022 - 圣诞贺卡难题
优化打印图像的配置空间 |
奖金：5万美元 团队：874 种类：精选 指标： 年份：2023 |
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528. 游乐场系列第 3 季第 2 集
使用笔画预测数据集进行表格分类 |
奖品：战利品 团队：770 种类：游乐场 指标： 年份：2023 |
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527. 游乐场系列第 3 季第 1 集
使用加州住房数据集进行表格回归 |
奖品：战利品 团队：689 种类：游乐场 指标： 年份：2023 |
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526. 2023 年 NFL 大数据碗
帮助评估传球比赛中的锋线队员 |
奖金：10万美元 团队：0 类型：分析 指标： 年份：2023 |
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525. Novozymes 酶稳定性预测
帮助识别酶中的耐热突变 |
奖金：25,000 美元 团队：2,482 种类：精选 指标： 年份：2023 |
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524. G2Net 探测连续引力波
帮助我们探测持久的引力波信号！ |
奖金：25,000 美元 团队：936 类型：研究 指标： 年份：2023 |
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523. 勒克斯阿尔 2022 - 测试版
改造火星并帮助测试 Lux Al 挑战赛第 2 季！ |
奖品：战利品 团队：44 种类：游乐场 指标： 年份：2022 |
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522. DFL - 德甲联赛数据大比分
根据视频片段识别比赛 |
奖金：25,000 美元 团队：530 种类：精选 指标： 年份：2022 |
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521. 拼字游戏玩家评分
根据 Woogles.io 游戏玩法预测玩家评分 |
奖品：Kudos 团队：301 种类：游乐场 指标： 年份：2022 |
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520. 表格游乐场系列 - 2022 年 11 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：689 种类：游乐场 指标： 年份：2022 |
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519. 反馈奖 - 英语学习
评估 8-12 年级 ELL 学生的语言知识 |
奖金：2,654 团队：55,000 美元 种类：精选 指标： 年份：2022 |
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518. 2022 年 Kaggle 机器学习与数据科学调查
有关机器学习和数据科学现状的最全面的数据集 |
奖金：30,000 美元 团队：0 类型：分析 指标： 年份：2022 |
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517. 开放问题 - 多模式单细胞整合
预测单细胞中 DNA、RNA 和蛋白质测量如何共同变化 |
奖金：25,000 美元 团队：1,220 种类：精选 指标： 年份：2022 |
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516. 大数据德比 2022
分析赛马数据，改善马匹健康和比赛策略 |
奖金：5万美元 团队：0 类型：分析 指标： 年份：2022 |
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515. Google AI4Code – 理解 Python Notebook 中的代码
预测代码和注释之间的关系 |
奖金：15万美元 团队：1,135 种类：精选 指标： 年份：2022 |
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514. 表格游乐场系列 - 2022 年 10 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：463 种类：游乐场 指标：平均列对数损失 年份：2022 |
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513. RSNA 2022 颈椎骨折检测
通过扫描识别颈椎骨折 |
奖金：30,000 美元 团队：883 种类：精选 指标：加权平均列对数损失 年份：2022 |
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512. Google 通用图像嵌入
创建适用于多个视觉领域的图像表征 |
奖金：5万美元 团队：1022人 类型：研究 指标：PostProcessorKernelDesc 年份：2022 |
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511. JPX 东京证券交易所预测
利用您的数据科学技能探索东京市场 |
奖金：63,000 美元 团队：2,033 种类：精选 指标：JPXSharpe 年份：2022 |
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510. 梅奥诊所 - STRIP AI
中风血栓来源图像分类 |
奖金：10,000 美元 团队：888 类型：研究 指标：加权多类损失 年份：2022 |
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509. 表格游乐场系列 - 2022 年 9 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,381 种类：游乐场 指标：SMAPE 年份：2022 |
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508. HuBMAP + HPA – 破解人体
分割多器官功能组织单元 |
奖金：6万美元 团队：1175 类型：研究 度量：- 年份：2022 |
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507. AI 村庄夺旗战 @ DEFCON
破解 AI！通过躲避、投毒、窃取和欺骗 AI/ML 来收集旗帜 |
奖金：25,000 美元 团队：668 类型：研究 指标：Nvidia Defcon 年份：2022 |
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506. 表格游乐场系列 - 2022 年 8 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,888 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2022 |
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505. 美国运通 - 默认预测
预测客户未来是否会违约 |
奖金：10万美元 团队：4,874 种类：精选 指标：美国运通自定义基尼系数和 X% 百分比捕获率 年份：2022 |
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504. 反馈奖 - 预测有效论点
评价 6-12 年级学生论证性写作要素的有效性 |
奖金：55,000 美元 团队：1,557 种类：精选 指标：多类损失 年份：2022 |
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503. 表格游乐场系列 - 2022 年 7 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,253 种类：游乐场 指标：调整后兰特指数 年份：2022 |
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502. 2022 年 Google 智能手机分米挑战赛
提高智能手机上的高精度 GNSS 定位和导航精度 |
奖金：10,000 美元 团队：571 类型：研究 指标：智能手机分米 年份：2022 |
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501.否2022
使用一支太空舰队抢在对手之前开采矿物 |
奖金：15,000 美元 团队：469 种类：精选 指标：kore_fleets 年份：2022 |
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500. 泛量化市场预测
根据未来市场数据做出预测 |
奖金：10万美元 团队：2,893 种类：精选 指标：皮尔逊均值 年份：2022 |
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499. 威斯康星大学麦迪逊分校胃肠道图像分割
通过医学扫描追踪健康器官以改善癌症治疗 |
奖金：25,000 美元 团队：1,548 人 类型：研究 度量：- 年份：2022 |
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498. Foursquare，位置匹配
跨数据集匹配兴趣点数据 |
奖金：25,000 美元 团队：1,079 种类：精选 度量标准：Jaccard 年份：2022 |
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497. 表格游乐场系列 - 2022 年 6 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：844 种类：游乐场 指标：均方根误差 年份：2022 |
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496. 美国专利短语匹配
帮助识别美国专利中的类似短语 |
奖金：25,000 美元 团队：1,889 种类：精选 指标：Pearson相关系数 年份：2022 |
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495. 图像匹配挑战 2022
从不同视点配准两幅图像 |
奖金：10,000 美元 团队：642 类型：研究 指标：图像匹配挑战赛姿势 mAA 年份：2022 |
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494. 表格游乐场系列 - 2022 年 5 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,151 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2022 |
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493. 植物标本室 2022 - FGVC9
根据植物标本鉴定美洲植物种类 |
奖品：知识 团队：134 类型：研究 指标：宏观 F 值 年份：2022 |
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492. iWildCam 2022 - FGVC9
计算一系列图像中的动物数量 |
奖品：知识 团队：24 类型：研究 指标：平均绝对误差 年份：2022 |
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491. 高粱 -100 品种鉴定 - FGVC 9
识别作物品种 |
奖品：知识 团队：252 类型：研究 指标：分类准确率 年份：2022 |
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490. 酒店 ID 打击人口贩运 2022 - FGVC9
认可酒店协助人口贩运调查 |
奖品：知识 团队：82 类型：研究 度量：- 年份：2022 |
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489. 鸟CLEF 2022
在声音景观中识别鸟叫声 |
奖金：10,000 美元 团队：807 类型：研究 指标：加权分类准确率 年份：2022 |
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488.GeoLifeCLEF 2022 - LifeCLEF 2022 x FGVC9
基于位置的物种存在预测 |
奖品：知识 团队：52 类型：研究 度量：- 年份：2022 |
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487. H&M 个性化时尚推荐
根据之前的购买情况提供产品推荐 |
奖金：5万美元 团队：2,952 种类：精选 度量：- 年份：2022 |
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486. G-Research 加密预测
利用你的机器学习专业知识来预测真实的加密市场数据 |
奖金：125,000美元 团队：1,946 种类：精选 指标：加权相关系数 年份：2022 |
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485. NBME - 评分临床患者记录
识别医师执照考试病历中的关键短语 |
奖金：5万美元 团队：1,471 种类：精选 指标：医学委员会 F-Beta 年份：2022 |
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484. 表格游乐场系列 - 2022 年 4 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：816 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2022 |
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483. Happywhale——鲸鱼和海豚识别
通过独特特征识别鲸鱼和海豚 |
奖金：25,000 美元 团队：1,588 类型：研究 度量：- 年份：2022 |
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482. 2022 号 - 测试版
在与对手的较量中收集最大数量的 Kore |
奖品：战利品 团队：58 种类：游乐场 指标：kore_fleets 年份：2022 |
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481. 2022 年 3 月机器学习狂热 - 男士
预测 2022 年大学男子篮球锦标赛 |
奖金：25,000 美元 团队：930 种类：精选 指标：对数损失 年份：2022 |
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480. 2022 年 3 月机器学习狂热 - 女士
预测 2022 年大学女子篮球锦标赛 |
奖金：25,000 美元 团队：651 种类：精选 指标：对数损失 年份：2022 |
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479. 表格游乐场系列 - 2022 年 3 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：956 种类：游乐场 指标：平均绝对误差 年份：2022 |
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478. 反馈奖 - 评估学生写作
分析 6-12 年级学生的议论文章写作要素 |
奖金：16万美元 团队：2,058 种类：精选 指标：TextOverlapFBeta 年份：2022 |
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477. 表格游乐场系列 - 2022 年 2 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,255 种类：游乐场 指标：分类准确率 年份：2022 |
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476. TensorFlow - 帮助保护大堡礁
在水下图像数据中检测棘冠海星 |
奖金：15万美元 团队：2,025 类型：研究 指标：CSIROObjectDetectionFBeta 年份：2022 |
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475. 拼图评分恶意评论的严重程度
对评论之间的毒性相对评级进行排序 |
奖金：5万美元 团队：2,301 种类：精选 指标：与注释者的拼图一致性 年份：2022 |
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474. 表格游乐场系列 - 2022 年 1 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：Kudos 团队：1,591 种类：游乐场 指标：SMAPE 年份：2022 |
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473. PetFinder.my - Pawpularity 竞赛
预测收容所宠物照片的受欢迎程度 |
奖金：25,000 美元 团队：3,537 类型：研究 指标：均方根误差 年份：2022 |
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472. 圣诞老人 2021 - 欢乐电影蒙太奇
优化冬季电视节目 |
奖金：25,000 美元 团队：867 种类：精选 指标：2021 年圣诞老人超级排列 年份：2022 |
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471. Optiver 实际波动率预测
运用数据科学技能改善金融市场 |
奖金：10万美元 团队：3,852 种类：精选 指标：均方根百分比误差 年份：2022 |
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470. NFL 大数据碗 2022
帮助评估特种部队的表现 |
奖金：10万美元 团队：0 类型：分析 度量：- 年份：2022 |
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469. 表格游乐场系列 - 2021 年 12 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1188人 种类：游乐场 指标：分类准确率 年份：2021 |
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468. Sartorius – 细胞实例分割
在显微镜图像中检测单个神经元细胞 |
奖金：75,000 美元 团队：1,505 种类：精选 指标：IntersectionOverUnionObjectSegmentation 年份：2021 |
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467. 豪华人工智能
收集最多的资源并度过今晚的难关！ |
奖金：10,000 美元 团队：1178人 种类：精选 指标：Lux AI 2021 年份：2021 |
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466. 维基百科 - 图像/标题匹配
根据图像检索标题 |
奖品：战利品 团队：105 种类：游乐场 度量：- 年份：2021 |
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465. 表格游乐场系列 - 2021 年 11 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,362 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2021 |
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464. 2021 年 Kaggle 机器学习与数据科学调查
有关机器学习和数据科学现状的最全面的数据集 |
奖金：30,000 美元 团队：0 类型：分析 度量：- 年份：2021 |
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463. chaii - 印地语和泰米尔语问答
找出印度语言段落中问题的答案 |
奖金：10,000 美元 团队：943 类型：研究 度量标准：Jaccard 年份：2021 |
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462. Google Brain – 呼吸机压力预测
模拟连接到镇静患者肺部的呼吸机 |
奖金：7,500 美元 团队：2,605 类型：研究 指标：平均绝对误差 年份：2021 |
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461. NFL 健康与安全 - 头盔任务
在视频片段中分割并标记头盔 |
奖金：10万美元 团队：825 种类：精选 指标：NFL 头盔识别 年份：2021 |
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460. 表格游乐场系列 - 2021 年 10 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,089 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2021 |
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459. RSNA-MICCAI 脑肿瘤放射基因组学分类
预测对脑癌治疗很重要的遗传生物标志物的状态 |
奖金：30,000 美元 团队：1,555 种类：精选 指标：受试者工作特征曲线下面积 年份：2021 |
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458. Google 地标检索 2021
给定一张图片，你能在数据集中找到所有相同的地标吗？ |
奖品：战利品 团队：263 类型：研究 度量：- 年份：2021 |
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457. Google 地标识别 2021
标记图像中著名和不太著名的地标 |
奖品：战利品 团队：383 类型：研究 指标：GoogleGlobalAP 年份：2021 |
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456. LearnPlatform COVID-19 对数字学习的影响
使用数字学习数据分析新冠肺炎对学生学习的影响 |
奖金：20,000 美元 团队：0 类型：分析 度量：- 年份：2021 |
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455. 表格游乐场系列 - 2021 年 9 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,942 种类：游乐场 指标：受试者工作特征曲线下面积 年份：2021 |
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454. G2Net 引力波探测
寻找双黑洞碰撞产生的引力波信号 |
奖金：15,000 美元 团队：1,219 类型：研究 指标：受试者工作特征曲线下面积 年份：2021 |
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453. MLB 球员数字参与度预测
预测球迷对棒球运动员数字内容的参与度 |
奖金：5万美元 团队：852 种类：精选 指标：平均列平均绝对误差 年份：2021 |
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452. 表格游乐场系列 - 2021 年 8 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,753 种类：游乐场 指标：均方根误差 年份：2021 |
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451. Jane Street 市场预测
根据未来真实市场数据测试你的模型 |
奖金：10万美元 团队：4,245 种类：精选 指标：Jane Street Trading 年份：2021 |
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450. SETI 突破聆听 - ET 信号搜索
在深空数据中寻找外星信号 |
奖金：15,000 美元 团队：768 类型：研究 指标：受试者工作特征曲线下面积 年份：2021 |
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449. 饥饿的鹅
别停止进食。 |
奖品：奖品 团队：875 种类：游乐场 指标：饥饿的鹅 年份：2021 |
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448. SIM-FISABIO-RSNA COVID-19 检测
在胸片上识别和定位 COVID-19 异常 |
奖金：10万美元 团队：1,305 种类：精选 指标：OpenImagesObjectDetectionAP 年份：2021 |
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447. Google 智能手机分米挑战
提高智能手机上的高精度 GNSS 定位和导航精度 |
奖金：10,000 美元 团队：810 类型：研究 指标：智能手机分米 年份：2021 |
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446. CommonLit 可读性奖
评估 3-12 年级课堂使用的文学段落的复杂性 |
奖金：6万美元 团队：3,633 种类：精选 指标：均方根误差 年份：2021 |
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445. 表格游乐场系列 - 2021 年 7 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1,293 种类：游乐场 指标：平均列均方根对数误差 年份：2021 |
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444. 表格游乐场系列 - 2021 年 6 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1171 种类：游乐场 指标：多类损失 年份：2021 |
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443. Coleridge Initiative – 向我们展示数据
探索数据如何用于公共利益 |
奖金：90,000 美元 团队：1,610 种类：精选 指标：JaccardFbeta 年份：2021 |
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442. 百时美施贵宝 – 分子翻译
你能将化学图像翻译成文本吗？ |
奖金：5万美元 团队：874 种类：精选 指标：编辑平均值 年份：2021 |
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441. 表格游乐场系列 - 2021 年 5 月
在这个易于理解的数据集上练习你的机器学习技能！ |
奖品：战利品 团队：1097 种类：游乐场 指标：多类损失 年份：2021 |
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440. iWildcam 2021 - FGVC8
计算一系列图像中每种动物的数量 |
奖品：知识 团队：42 类型：研究 指标：平均列均方根误差 年份：2021 |
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439. 植物标本馆 2021 - 半个地球挑战 - FGVC8
从植物标本中识别美洲、大洋洲和太平洋的植物种类 |
奖品：知识 团队：80 类型：研究 指标：宏观 F 值 年份：2021 |
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438. 植物病理学 2021 - FGVC8
识别苹果树叶部疾病的类别 |
奖品：知识 团队：626 类型：研究 指标：平均 F 分数 年份：2021 |
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437. 酒店 ID 打击人口贩运 2021 - FGVC8
认可酒店协助人口贩运调查 |
奖品：知识 团队：92 类型：研究 度量：- 年份：2021 |
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436. 哈希码 2021 - 交通信号
在 2021 年 Hash Code 预选赛的此次扩展中优化城市交通 |
奖品：知识 团队：179 种类：游乐场 指标：PostProcessorKernelDesc 年份：2021 |
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435. 室内定位与导航
识别购物中心中智能手机的位置 |
奖金：10,000 美元 团队：1170 类型：研究 指标：室内定位平均位置误差 年份：2021 |
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434. 人类蛋白质图谱 - 单细胞分类
在显微镜图像中寻找人体细胞个体的差异 |
奖金：25,000 美元 团队：757 种类：精选 指标：OpenImagesObjDetectionSegmentationAP 年份：2021 |
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433. HuBMAP——入侵肾脏
识别人体肾脏组织图像中的肾小球 |
奖金：6万美元 团队：1200人 类型：研究 度量：- 年份：2021 |
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432. Shopee - 价格匹配保证
根据图片判断两个产品是否相同 |
奖金：30,000 美元 团队：2,426 种类：精选 指标：平均 F 分数 年份：2021 |
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431. 表格游乐场系列 - 2021 年 4 月
Synthanic - 你需要一艘更大的船 |
奖品：战利品 团队：1,244 种类：游乐场 指标：分类准确率 年份：2021 |
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430. 2021 年 3 月机器学习狂热 - NCAAM
预测 2021 年 NCAAM 篮球锦标赛 |
奖品：奖品 团队：707 种类：游乐场 指标：对数损失 年份：2021 |
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429. 2021 年 3 月机器学习狂热 - NCAAM - 传播
预测 2021 年男子锦标赛的胜负差距 |
奖品：知识 团队：96 种类：游乐场 指标：均方根误差 年份：2021 |
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428. 2021 年 3 月机器学习狂热 - NCAAW
预测 2021 年 NCAAW 篮球锦标赛 |
奖品：奖品 团队：451 种类：游乐场 指标：对数损失 年份：2021 |
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427. 2021 年 3 月机器学习狂热 - NCAAW - Spread
Predict the margin of victory in the 2021 womens tournament |
Prize: Knowledge Team: 70 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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426. Tabular Playground Series - Mar 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,495 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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425. VinBigData Chest X-ray Abnormalities Detection
Automatically localize and classify thoracic abnormalities from chest radiographs |
Prize: $50,000 Team: 1,277 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2021 |
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424. RANZCR CLiP - Catheter and Line Position Challenge
Classify the presence and correct placement of tubes on chest x-rays to save lives |
Prize: $50,000 Team: 1,547 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2021 |
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423. Tabular Playground Series - Feb 2021
Practice your ML skills on this approachable dataset! |
Prize: Swag Team: 1,433 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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422. Santa 2020 - The Candy Cane Contest
May your workdays be merry and bright |
Prize: Prizes Team: 788 Kind: Featured Metric: Santa 2020 Beta Year: 2021 |
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421. Rock, Paper, Scissors
Shoot! |
Prize: Prizes Team: 1,663 Kind: Playground Metric: Rock, Paper, Scissors Year: 2021 |
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420. Cassava Leaf Disease Classification
Identify the type of disease present on a Cassava Leaf image |
Prize: $18,000 Team: 3,900 Kind: Research Metric: Categorization Accuracy Year: 2021 |
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419. Rainforest Connection Species Audio Detection
Automate the detection of bird and frog species in a tropical soundscape |
Prize: $15,000 Team: 1,143 Kind: Research Metric: Weighted Label Ranking Average Precision Year: 2021 |
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418. Acea Smart Water Analytics
Can you help preserve "blue gold" using data to predict water availability? |
Prize: $25,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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417. Tabular Playground Series - Jan 2021
Practice your ML regression skills on this approachable dataset! |
Prize: Swag Team: 1,728 Kind: Playground Metric: Root Mean Squared Error Year: 2021 |
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416. Riiid Answer Correctness Prediction
Track knowledge states of 1M+ students in the wild |
Prize: $100,000 Team: 3,395 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2021 |
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415. NFL Big Data Bowl 2021
Help evaluate defensive performance on passing plays |
Prize: $100,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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414. INGV - Volcanic Eruption Prediction
Discover hidden precursors in geophysical data to help emergency response |
Prize: Swag Team: 620 Kind: Playground Metric: Mean Absolute Error Year: 2021 |
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413. 2020 Kaggle Machine Learning & Data Science Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: - Year: 2021 |
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412. NFL 1st and Future - Impact Detection
Detect helmet impacts in videos of NFL plays |
Prize: $75,000 Team: 459 Kind: Featured Metric: PostProcessorKernelDesc Year: 2021 |
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411. Halite by Two Sigma - Playground Edition
Collect the most halite during your match in space |
Prize: Knowledge Team: 79 Kind: Playground Metric: Halite Year: 2020 |
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410. Hash Code Archive - Drone Delivery
Can you help coordinate the drone delivery supply chain? |
Prize: Knowledge Team: 130 Kind: Playground Metric: PostProcessorKernelDesc Year: 2020 |
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409. Google Research Football with Manchester City F.C.
Train agents to master the worlds most popular sport |
Prize: $6,000 Team: 1,138 Kind: Featured Metric: Football Year: 2020 |
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408. CDP - Unlocking Climate Solutions
City-Business Collaboration for a Sustainable Future |
Prize: $91,000 Team: 0 Kind: Analytics Metric: - Year: 2020 |
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407. Mechanisms of Action (MoA) Prediction
Can you improve the algorithm that classifies drugs based on their biological activity? |
Prize: $30,000 Team: 4,373 Kind: Research Metric: Mean Columnwise Log Loss Year: 2020 |
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406. Conways Reverse Game of Life 2020
Reverse the arrow of time in the Game of Life |
Prize: Swag Team: 188 Kind: Playground Metric: PostProcessorKernel Year: 2020 |
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405. Lyft Motion Prediction for Autonomous Vehicles
Build motion prediction models for self-driving vehicles |
Prize: $30,000 Team: 935 Kind: Featured Metric: PostProcessorKernel Year: 2020 |
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404. RSNA STR Pulmonary Embolism Detection
Classify Pulmonary Embolism cases in chest CT scans |
Prize: $30,000 Team: 784 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2020 |
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403. OSIC Pulmonary Fibrosis Progression
Predict lung function decline |
Prize: $55,000 Team: 2,097 Kind: Featured Metric: Laplace Log Likelihood Year: 2020 |
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402. OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
Urgent need to bring the COVID-19 vaccine to mass production |
Prize: $25,000 Team: 1,636 Kind: Research Metric: Mean Weighted Columnwise Root Mean Squared Error Year: 2020 |
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401. Google Landmark Recognition 2020
Label famous (and not-so-famous) landmarks in images |
Prize: $25,000 Team: 736 Kind: Research Metric: GoogleGlobalAP Year: 2020 |
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400. Halite by Two Sigma
Collect the most halite during your match in space |
Prize: Swag Team: 1,139 Kind: Featured Metric: Halite Year: 2020 |
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399. Cornell Birdcall Identification
Build tools for bird population monitoring |
Prize: $25,000 Team: 1,390 Kind: Research Metric: Mean F-Score Beta Year: 2020 |
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398. Global Wheat Detection
Can you help identify wheat heads using image analysis? |
Prize: $15,000 Team: 2,245 Kind: Research Metric: RSNAObjectDetectionAP Year: 2020 |
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397. Google Landmark Retrieval 2020
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $25,000 Team: 541 Kind: Research Metric: PostProcessorKernelDesc Year: 2020 |
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396. SIIM-ISIC Melanoma Classification
Identify melanoma in lesion images |
Prize: $30,000 Team: 3,314 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2020 |
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395. Open Images Object Detection RVC 2020 edition
Detect objects in varied and complex images |
Prize: Knowledge Team: 89 Kind: Playground Metric: OpenImagesObjectDetectionAP Year: 2020 |
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394. Open Images Instance Segmentation RVC 2020 edition
Outline segmentation masks of objects in images |
Prize: Knowledge Team: 18 Kind: Playground Metric: OpenImagesObjDetectionSegmentationAP Year: 2020 |
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393. Hash Code Archive - Photo Slideshow Optimization
Optimizing a photo album from Hash Code 2019 |
Prize: Knowledge Team: 89 Kind: Playground Metric: PostProcessorKernelDesc Year: 2020 |
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392. Prostate cANcer graDe Assessment (PANDA) Challenge
Prostate cancer diagnosis using the Gleason grading system |
Prize: $25,000 Team: 1,010 Kind: Featured Metric: QuadraticWeightedKappa Year: 2020 |
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391. ALASKA2 Image Steganalysis
Detect secret data hidden within digital images |
Prize: $25,000 Team: 1,095 Kind: Research Metric: Weighted Area Under Receiver Operating Characteristic Curve Year: 2020 |
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390. M5 Forecasting - Accuracy
Estimate the unit sales of Walmart retail goods |
Prize: $50,000 Team: 5,558 Kind: Featured Metric: M5 Weighted (Rowwise) Root Mean Squared Scaled Error Year: 2020 |
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389. M5 Forecasting - Uncertainty
Estimate the uncertainty distribution of Walmart unit sales. |
Prize: $50,000 Team: 909 Kind: Featured Metric: Weighted Rowwise Pinball Loss Year: 2020 |
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388. TReNDS Neuroimaging
Multiscanner normative age and assessments prediction with brain function, structure, and connectivity |
Prize: $25,000 Team: 1,047 Kind: Research Metric: Weighted Mean Absolute Error Year: 2020 |
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387. Jigsaw Multilingual Toxic Comment Classification
Use TPUs to identify toxicity comments across multiple languages |
Prize: $50,000 Team: 1,621 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2020 |
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386. Tweet Sentiment Extraction
Extract support phrases for sentiment labels |
Prize: $15,000 Team: 2,227 Kind: Featured Metric: Jaccard Year: 2020 |
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385. TREC-COVID Information Retrieval
Build a pandemic document retrieval system |
Prize: Kudos Team: 19 Kind: Research Metric: - Year: 2020 |
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384. iMet Collection 2020 - FGVC7
Recognize artwork attributes from The Metropolitan Museum of Art |
Prize: Knowledge Team: 96 Kind: Research Metric: Mean F-Score Beta Year: 2020 |
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383. Abstraction and Reasoning Challenge
Create an AI capable of solving reasoning tasks it has never seen before |
Prize: $20,000 Team: 914 Kind: Research Metric: - Year: 2020 |
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382. Plant Pathology 2020 - FGVC7
Identify the category of foliar diseases in apple trees |
Prize: Knowledge Team: 1,317 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2020 |
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381. iMaterialist (Fashion) 2020 at FGVC7
Fine-grained segmentation task for fashion and apparel |
Prize: Knowledge Team: 56 Kind: Research Metric: IntersectionOverUnionObjectSegmentationWithF1 Year: 2020 |
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380. iWildCam 2020 - FGVC7
Categorize animals in the wild |
Prize: Knowledge Team: 126 Kind: Research Metric: Categorization Accuracy Year: 2020 |
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379. Herbarium 2020 - FGVC7
Identify plant species from herbarium specimens. Data from New York Botanical Garden. |
Prize: Knowledge Team: 126 Kind: Research Metric: Macro F-Score Year: 2020 |
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378. University of Liverpool - Ion Switching
Identify the number of channels open at each time point |
Prize: $25,000 Team: 2,618 Kind: Research Metric: Macro F-Score Year: 2020 |
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377. Flower Classification with TPUs
Use TPUs to classify 104 types of flowers |
Prize: - Team: 848 Kind: Playground Metric: Macro F-Score Year: 2020 |
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376. COVID19 Global Forecasting (Week 5)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 173 Kind: Research Metric: Weighted Pinball Loss Year: 2020 |
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375. Google Cloud & NCAA® March Madness Analytics
Uncover the madness of March Madness® |
Prize: $25,000 Team: 0 Kind: Analytics Metric: Log Loss Year: 2020 |
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374. Deepfake Detection Challenge
Identify videos with facial or voice manipulations |
Prize: $1,000,000 Team: 2,226 Kind: Featured Metric: Log Loss Year: 2020 |
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373. COVID19 Global Forecasting (Week 4)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 472 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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372. COVID19 Global Forecasting (Week 3)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 452 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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371. COVID19 Global Forecasting (Week 2)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 215 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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370. Categorical Feature Encoding Challenge II
Binary classification, with every feature a categorical (and interactions!) |
Prize: Swag Team: 1,161 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2020 |
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369. ImageNet Object Localization Challenge
Identify the objects in images |
Prize: Knowledge Team: 75 Kind: Research Metric: ImageNetObjectLocalization Year: 2020 |
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368. COVID19 Global Forecasting (Week 1)
Forecast daily COVID-19 spread in regions around world |
Prize: Knowledge Team: 544 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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367. COVID19 Local US-CA Forecasting (Week 1)
Forecast daily COVID-19 spread in California, USA |
Prize: Knowledge Team: 190 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2020 |
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366. DS4G: Environmental Insights Explorer
Exploring alternatives for emissions factor calculations |
Prize: $25,000 Team: 0 Kind: Analytics Metric: - Year: 2020 |
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365. Google Cloud & NCAA® ML Competition 2020-NCAAW
Apply Machine Learning to NCAA® March Madness® |
Prize: Kudos Team: 0 Kind: Featured Metric: Log Loss Year: 2020 |
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364. Google Cloud & NCAA® ML Competition 2020-NCAAM
Apply Machine Learning to NCAA® March Madness® |
Prize: Kudos Team: 0 Kind: Featured Metric: Log Loss Year: 2020 |
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363. Bengali.AI Handwritten Grapheme Classification
Classify the components of handwritten Bengali |
Prize: $10,000 Team: 2,059 Kind: Research Metric: Weighted Categorization Accuracy Year: 2020 |
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362. Google QUEST Q&A Labeling
Improving automated understanding of complex question answer content |
Prize: $25,000 Team: 1,571 Kind: Featured Metric: Mean Columnwise Spearmans r (rank correlation coefficient) Year: 2020 |
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361. TensorFlow 2.0 Question Answering
Identify the answers to real user questions about Wikipedia page content |
Prize: $50,000 Team: 1,240 Kind: Featured Metric: NQMicroF1 Year: 2020 |
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360. 2019 Data Science Bowl
Uncover the factors to help measure how young children learn |
Prize: $160,000 Team: 3,497 Kind: Featured Metric: QuadraticWeightedKappa Year: 2020 |
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359. Peking University/Baidu - Autonomous Driving
Can you predict vehicle angle in different settings? |
Prize: $25,000 Team: 866 Kind: Featured Metric: PKUAutoDrivingAP Year: 2020 |
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358. Santa 2019: Revenge of the Accountants
Oh what fun it is to revise . . . |
Prize: Swag Team: 106 Kind: Playground Metric: Santas Workshop Scheduling 2019 - Revenge of the Accountants Year: 2020 |
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357. Santas Workshop Tour 2019
In the notebook we can build a model, and pretend that it will optimize... |
Prize: $25,000 Team: 1,620 Kind: Featured Metric: Santas Workshop Scheduling 2019 Year: 2020 |
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356. NFL Big Data Bowl
How many yards will an NFL player gain after receiving a handoff? |
Prize: $75,000 Team: 2,038 Kind: Featured Metric: Continuous Rank Probability Score Year: 2020 |
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355. NFL 1st and Future - Analytics
Can you investigate the relationship between the playing surface and the injury and performance of NFL athletes? |
Prize: $75,000 Team: 0 Kind: Analytics Metric: - Year: 2020 |
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354. ASHRAE - Great Energy Predictor III
How much energy will a building consume? |
Prize: $25,000 Team: 1,877 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2019 |
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353. Kannada MNIST
MNIST like datatset for Kannada handwritten digits |
Prize: Knowledge Team: 1,214 Kind: Playground Metric: Categorization Accuracy Year: 2019 |
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352. BigQuery-Geotab Intersection Congestion
Can you predict wait times at major city intersections? |
Prize: Kudos Team: 436 Kind: Playground Metric: Root Mean Squared Error Year: 2019 |
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351. Categorical Feature Encoding Challenge
Binary classification, with every feature a categorical |
Prize: Swag Team: 1,342 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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350. 2019 Kaggle ML & DS Survey
The most comprehensive dataset available on the state of ML and data science |
Prize: $30,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
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349. Understanding Clouds from Satellite Images
Can you classify cloud structures from satellites? |
Prize: $10,000 Team: 1,538 Kind: Research Metric: - Year: 2019 |
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348. RSNA Intracranial Hemorrhage Detection
Identify acute intracranial hemorrhage and its subtypes |
Prize: $25,000 Team: 1,345 Kind: Featured Metric: Weighted Mean Columnwise Log Loss Year: 2019 |
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347. Lyft 3D Object Detection for Autonomous Vehicles
Can you advance the state of the art in 3D object detection? |
Prize: $25,000 Team: 547 Kind: Featured Metric: Lyft3DObjectDetectionAP Year: 2019 |
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346. Severstal; Steel Defect Detection
Can you detect and classify defects in steel? |
Prize: $120,000 Team: 2,431 Kind: Featured Metric: - Year: 2019 |
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345. Kuzushiji Recognition
Opening the door to a thousand years of Japanese culture |
Prize: $15,000 Team: 293 Kind: Playground Metric: KNISTMicroF1 Year: 2019 |
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344. The 3rd YouTube-8M Video Understanding Challenge
Temporal localization of topics within video |
Prize: $25,000 Team: 283 Kind: Research Metric: YT8M_MAP@{K} Year: 2019 |
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343. IEEE-CIS Fraud Detection
Can you detect fraud from customer transactions? |
Prize: $20,000 Team: 6,381 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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342. Open Images 2019 - Instance Segmentation
Outline segmentation masks of objects in images |
Prize: $25,000 Team: 193 Kind: Research Metric: OpenImagesObjDetectionSegmentationAP Year: 2019 |
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341. Open Images 2019 - Object Detection
Detect objects in varied and complex images |
Prize: $25,000 Team: 559 Kind: Research Metric: OpenImagesObjectDetectionAP Year: 2019 |
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340. Open Images 2019 - Visual Relationship
Detect pairs of objects in particular relationships |
Prize: $25,000 Team: 201 Kind: Research Metric: OpenImagesVisualRelations Year: 2019 |
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339. Recursion Cellular Image Classification
CellSignal; Disentangling biological signal from experimental noise in cellular images |
Prize: $13,000 Team: 866 Kind: Research Metric: Categorization Accuracy Year: 2019 |
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338. APTOS 2019 Blindness Detection
Detect diabetic retinopathy to stop blindness before it is too late |
Prize: $50,000 Team: 2,943 Kind: Featured Metric: QuadraticWeightedKappa Year: 2019 |
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337. Ciphertext Challenge III
- |
Prize: Swag Team: 103 Kind: Playground Metric: Categorization Accuracy Year: 2019 |
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336. SIIM-ACR Pneumothorax Segmentation
Identify Pneumothorax disease in chest x-rays |
Prize: $30,000 Team: 1,475 Kind: Featured Metric: - Year: 2019 |
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335. Predicting Molecular Properties
Can you measure the magnetic interactions between a pair of atoms? |
Prize: $30,000 Team: 2,749 Kind: Featured Metric: Group Mean Log MAE Year: 2019 |
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334. Generative Dog Images
Experiment with creating puppy pics |
Prize: $10,000 Team: 927 Kind: Research Metric: PostProcessorKernel Year: 2019 |
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333. Northeastern SMILE Lab - Recognizing Faces in the Wild
Can you determine if two individuals are related? |
Prize: Knowledge Team: 528 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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332. Two Sigma; Using News to Predict Stock Movements
Use news analytics to predict stock price performance |
Prize: $100,000 Team: 2,927 Kind: Featured Metric: Two Sigma News Year: 2019 |
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331. Jigsaw Unintended Bias in Toxicity Classification
Detect toxicity across a diverse range of conversations |
Prize: $65,000 Team: 1,228 Kind: Featured Metric: Jigsaw Bias AUC Year: 2019 |
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330. Aerial Cactus Identification
Determine whether an image contains a columnar cactus |
Prize: Knowledge Team: 1,228 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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329. Data Science for Good; City of Los Angeles
Help the City of Los Angeles to structure and analyze its job descriptions |
Prize: $15,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
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328. Instant Gratification
A synchronous Kernels-only competition |
Prize: $5,000 Team: 1,836 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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327. Freesound Audio Tagging 2019
Automatically recognize sounds and apply tags of varying natures |
Prize: $5,000 Team: 880 Kind: Research Metric: Weighted Label Ranking Average Precision Year: 2019 |
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326. iMaterialist (Fashion) 2019 at FGVC6
Fine-grained segmentation task for fashion and apparel |
Prize: Kudos Team: 242 Kind: Research Metric: IntersectionOverUnionObjectSegmentationWithClassification Year: 2019 |
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325. iNaturalist 2019 at FGVC6
Fine-grained classification spanning a thousand species |
Prize: Kudos Team: 214 Kind: Research Metric: - Year: 2019 |
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324. iMet Collection 2019 - FGVC6
Recognize artwork attributes from The Metropolitan Museum of Art |
Prize: Kudos Team: 521 Kind: Research Metric: Mean F-Score Beta Year: 2019 |
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323. iWildCam 2019 - FGVC6
Categorize animals in the wild |
Prize: Kudos Team: 336 Kind: Playground Metric: Macro F-Score Year: 2019 |
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322. Google Landmark Retrieval 2019
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $25,000 Team: 144 Kind: Research Metric: - Year: 2019 |
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321. LANL Earthquake Prediction
Can you predict upcoming laboratory earthquakes? |
Prize: $50,000 Team: 4,540 Kind: Research Metric: Mean Absolute Error Year: 2019 |
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320. Google Landmark Recognition 2019
Label famous (and not-so-famous) landmarks in images |
Prize: $25,000 Team: 281 Kind: Research Metric: GoogleGlobalAP Year: 2019 |
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319. TMDB Box Office Prediction
Can you predict a movies worldwide box office revenue? |
Prize: Knowledge Team: 1,400 Kind: Playground Metric: Root Mean Squared Logarithmic Error Year: 2019 |
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318. Dont Overfit! II
A Fistful of Samples |
Prize: Swag Team: 2,330 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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317. Ciphertext Challenge II
- |
Prize: Swag Team: 75 Kind: Playground Metric: Categorization Accuracy Year: 2019 |
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316. Data Science for Good; CareerVillage.org
Match career advice questions with professionals in the field |
Prize: $15,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
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315. Gendered Pronoun Resolution
Pair pronouns to their correct entities |
Prize: $25,000 Team: 838 Kind: Research Metric: Multiclass Loss Year: 2019 |
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314. CareerCon 2019 - Help Navigate Robots
Compete to get your resume in front of our sponsors |
Prize: Swag Team: 1,478 Kind: Recruitment Metric: Categorization Accuracy Year: 2019 |
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313. Santander Customer Transaction Prediction
Can you identify who will make a transaction? |
Prize: $65,000 Team: 9,038 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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312. PetFinder.my Adoption Prediction
How cute is that doggy in the shelter? |
Prize: $25,000 Team: 2,023 Kind: Featured Metric: QuadraticWeightedKappa Year: 2019 |
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311. Google Cloud & NCAA® ML Competition 2019-Men
Apply Machine Learning to NCAA® March Madness® |
Prize: $25,000 Team: 866 Kind: Featured Metric: Log Loss Year: 2019 |
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310. Google Cloud & NCAA® ML Competition 2019-Women
Apply Machine Learning to NCAA® March Madness® |
Prize: $25,000 Team: 500 Kind: Featured Metric: Log Loss Year: 2019 |
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309. Histopathologic Cancer Detection
Identify metastatic tissue in histopathologic scans of lymph node sections |
Prize: Knowledge Team: 1,157 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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308. VSB Power Line Fault Detection
Can you detect faults in above-ground electrical lines? |
Prize: $25,000 Team: 1,451 Kind: Featured Metric: Matthews correlation coefficient Year: 2019 |
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307. Microsoft Malware Prediction
Can you predict if a machine will soon be hit with malware? |
Prize: $25,000 Team: 2,426 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2019 |
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306. Humpback Whale Identification
Can you identify a whale by its tail? |
Prize: $25,000 Team: 2,131 Kind: Featured Metric: - Year: 2019 |
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305. Elo Merchant Category Recommendation
Help understand customer loyalty |
Prize: $50,000 Team: 4,221 Kind: Featured Metric: Root Mean Squared Error Year: 2019 |
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304. Google Analytics Customer Revenue Prediction
Predict how much GStore customers will spend |
Prize: $45,000 Team: 3,611 Kind: Featured Metric: Root Mean Squared Error Year: 2019 |
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303. Quora Insincere Questions Classification
Detect toxic content to improve online conversations |
Prize: $25,000 Team: 4,037 Kind: Featured Metric: F-Score Year: 2019 |
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302. Reducing Commercial Aviation Fatalities
Can you tell when a pilot is heading for trouble? |
Prize: Swag Team: 180 Kind: Playground Metric: Multiclass Loss Year: 2019 |
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301. PUBG Finish Placement Prediction (Kernels Only)
Can you predict the battle royale finish of PUBG Players? |
Prize: Swag Team: 1,534 Kind: Playground Metric: Mean Absolute Error Year: 2019 |
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300. 20 Newsgroups Ciphertext Challenge
- |
Prize: Swag Team: 142 Kind: Playground Metric: Macro F-Score Year: 2019 |
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299. Human Protein Atlas Image Classification
Classify subcellular protein patterns in human cells |
Prize: $37,000 Team: 2,172 Kind: Featured Metric: Macro F-Score Year: 2019 |
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298. Traveling Santa 2018 - Prime Paths
But does your code recall, the most efficient route of all? |
Prize: $25,000 Team: 1,874 Kind: Featured Metric: Traveling Santa Metric 2 - Prime Edition Year: 2019 |
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297. NFL Punt Analytics Competition
Analyze NFL game data and suggest rules to improve player safety during punt plays |
Prize: $80,000 Team: 0 Kind: Analytics Metric: - Year: 2019 |
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296. PLAsTiCC Astronomical Classification
Can you help make sense of the Universe? |
Prize: $25,000 Team: 1,094 Kind: Featured Metric: Weighted Multiclass Loss Year: 2018 |
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295. Quick, Draw! Doodle Recognition Challenge
How accurately can you identify a doodle? |
Prize: $25,000 Team: 1,316 Kind: Featured Metric: - Year: 2018 |
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294. Don not call me turkey!
Thanksgiving Edition; Find the turkey in the sound bite |
Prize: Swag Team: 267 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
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293. Airbus Ship Detection Challenge
Find ships on satellite images as quickly as possible |
Prize: $60,000 Team: 883 Kind: Featured Metric: IntersectionOverUnionObjectSegmentationBeta Year: 2018 |
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292. Inclusive Images Challenge
Stress test image classifiers across new geographic distributions |
Prize: $25,000 Team: 468 Kind: Research Metric: Mean F-Score Beta Year: 2018 |
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291. RSNA Pneumonia Detection Challenge
Can you build an algorithm that automatically detects potential pneumonia cases? |
Prize: $30,000 Team: 1,499 Kind: Featured Metric: RSNAObjectDetectionAP Year: 2018 |
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290. TGS Salt Identification Challenge
Segment salt deposits beneath the Earths surface |
Prize: $100,000 Team: 3,234 Kind: Featured Metric: IntersectionOverUnionObjectSegmentation Year: 2018 |
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289. New York City Taxi Fare Prediction
Can you predict a riders taxi fare? |
Prize: Knowledge Team: 1,488 Kind: Playground Metric: Root Mean Squared Error Year: 2018 |
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288. Forest Cover Type (Kernels Only)
Use cartographic variables to classify forest categories |
Prize: Knowledge Team: 359 Kind: Playground Metric: Categorization Accuracy Year: 2018 |
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287. Store Item Demand Forecasting Challenge
Predict 3 months of item sales at different stores |
Prize: Knowledge Team: 462 Kind: Playground Metric: SMAPE Year: 2018 |
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286. Whats Cooking? (Kernels Only)
Use recipe ingredients to categorize the cuisine |
Prize: Knowledge Team: 523 Kind: Playground Metric: Categorization Accuracy Year: 2018 |
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285. Flavours of Physics; Finding τ → μμμ (Kernels Only)
Identify a rare decay phenomenon |
Prize: Knowledge Team: 54 Kind: Playground Metric: Weighted AUC, with agreement check and correlation check Year: 2018 |
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284. Movie Review Sentiment Analysis (Kernels Only)
Classify the sentiment of sentences from the Rotten Tomatoes dataset |
Prize: Knowledge Team: 410 Kind: Playground Metric: Categorization Accuracy Year: 2018 |
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283. Costa Rican Household Poverty Level Prediction
Can you identify which households have the highest need for social welfare assistance? |
Prize: Swag Team: 199 Kind: Playground Metric: Macro F-Score Year: 2018 |
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282. Google AI Open Images - Visual Relationship Track
Detect pairs of objects in particular relationships. |
Prize: $20,000 Team: 230 Kind: Featured Metric: OpenImagesVisualRelations Year: 2018 |
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281. Google AI Open Images - Object Detection Track
Detect objects in varied and complex images. |
Prize: $30,000 Team: 457 Kind: Featured Metric: OpenImagesObjectDetectionAP Year: 2018 |
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280. Home Credit Default Risk
Can you predict how capable each applicant is of repaying a loan? |
Prize: $70,000 Team: 7,198 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
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279. Santander Value Prediction Challenge
Predict the value of transactions for potential customers. |
Prize: $60,000 Team: 4,484 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2018 |
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278. TrackML Particle Tracking Challenge
High Energy Physics particle tracking in CERN detectors |
Prize: $25,000 Team: 656 Kind: Featured Metric: TrackML Year: 2018 |
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277. The 2nd YouTube-8M Video Understanding Challenge
Can you create a constrained-size model to predict video labels? |
Prize: $25,000 Team: 394 Kind: Featured Metric: GoogleGlobalAP Year: 2018 |
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276. Freesound General-Purpose Audio Tagging Challenge
Can you automatically recognize sounds from a wide range of real-world environments? |
Prize: Knowledge Team: 558 Kind: Research Metric: - Year: 2018 |
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275. Humpback Whale Identification Challenge
Can you identify a whale by the picture of its fluke? |
Prize: Kudos Team: 528 Kind: Playground Metric: - Year: 2018 |
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274. Avito Demand Prediction Challenge
Predict demand for an online classified ad |
Prize: $25,000 Team: 1,917 Kind: Featured Metric: Root Mean Squared Error Year: 2018 |
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273. CVPR 2018 WAD Video Segmentation Challenge
Can you segment each objects within image frames captured by vehicles? |
Prize: $2,500 Team: 145 Kind: Research Metric: CVPRAutoDrivingAveragePrecision Year: 2018 |
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272. iNaturalist Challenge at FGVC5
Long tailed classification challenge spanning 8,000 species. |
Prize: Kudos Team: 59 Kind: Research Metric: - Year: 2018 |
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271. iMaterialist Challenge (Fashion) at FGVC5
Image classification of fashion products. |
Prize: $2,500 Team: 212 Kind: Research Metric: Mean F-Score Beta Year: 2018 |
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270. iMaterialist Challenge (Furniture) at FGVC5
Image Classification of Furniture & Home Goods. |
Prize: $2,500 Team: 436 Kind: Research Metric: - Year: 2018 |
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269. Google Landmark Recognition Challenge
Label famous (and not-so-famous) landmarks in images |
Prize: $2,500 Team: 483 Kind: Research Metric: GoogleGlobalAP Year: 2018 |
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268. Google Landmark Retrieval Challenge
Given an image, can you find all of the same landmarks in a dataset? |
Prize: $2,500 Team: 209 Kind: Research Metric: - Year: 2018 |
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267. TalkingData AdTracking Fraud Detection Challenge
Can you detect fraudulent click traffic for mobile app ads? |
Prize: $25,000 Team: 3,967 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
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266. DonorsChoose.org Application Screening
Predict whether teachers project proposals are accepted |
Prize: Swag Team: 581 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2018 |
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265. 2018 Data Science Bowl
Find the nuclei in divergent images to advance medical discovery |
Prize: $100,000 Team: 3,634 Kind: Featured Metric: IntersectionOverUnionObjectSegmentation Year: 2018 |
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264. Google Cloud & NCAA® ML Competition 2018-Mens
Apply Machine Learning to NCAA® March Madness® |
Prize: $50,000 Team: 934 Kind: Featured Metric: Log Loss Year: 2018 |
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263. Google Cloud & NCAA® ML Competition 2018-Womens
Apply machine learning to NCAA® March Madness® |
Prize: $50,000 Team: 505 Kind: Featured Metric: Log Loss Year: 2018 |
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262. Toxic Comment Classification Challenge
Identify and classify toxic online comments |
Prize: $35,000 Team: 4,551 Kind: Featured Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2018 |
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261. Plant Seedlings Classification
Determine the species of a seedling from an image |
Prize: Kudos Team: 836 Kind: Playground Metric: Mean F-Score Year: 2018 |
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260. Dog Breed Identification
Determine the breed of a dog in an image |
Prize: Kudos Team: 1,286 Kind: Playground Metric: Multiclass Loss Year: 2018 |
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259. Mercari Price Suggestion Challenge
Can you automatically suggest product prices to online sellers? |
Prize: $100,000 Team: 2,384 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2018 |
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258. Nomad2018 Predicting Transparent Conductors
Predict the key properties of novel transparent semiconductors |
Prize: €5,000 Team: 883 Kind: Research Metric: Mean Columnwise Root Mean Squared Logarithmic Error Year: 2018 |
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257. IEEEs Signal Processing Society - Camera Model Identification
Identify from which camera an image was taken |
Prize: $25,000 Team: 582 Kind: Featured Metric: Weighted Categorization Accuracy Year: 2018 |
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256. Recruit Restaurant Visitor Forecasting
Predict how many future visitors a restaurant will receive |
Prize: $25,000 Team: 2,158 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2018 |
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255. Statoil/C-CORE Iceberg Classifier Challenge
Ship or iceberg, can you decide from space? |
Prize: $50,000 Team: 3,343 Kind: Featured Metric: Log Loss Year: 2018 |
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254. TensorFlow Speech Recognition Challenge
Can you build an algorithm that understands simple speech commands? |
Prize: $25,000 Team: 1,315 Kind: Featured Metric: Categorization Accuracy Year: 2018 |
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253. Corporación Favorita Grocery Sales Forecasting
Can you accurately predict sales for a large grocery chain? |
Prize: $30,000 Team: 1,675 Kind: Featured Metric: Normalized Weighted Root Mean Squared Logarithmic Error Year: 2018 |
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252. Santa Gift Matching Challenge
Down through the chimney with lots of toys... |
Prize: $25,000 Team: 428 Kind: Featured Metric: Average Normalized Happiness Year: 2018 |
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251. Zillow Prize; Zillow’s Home Value Prediction (Zestimate)
Can you improve the algorithm that changed the world of real estate? |
Prize: $1,200,000 Team: 3,779 Kind: Featured Metric: ZillowMAE Year: 2018 |
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250. WSDM - KKBoxs Music Recommendation Challenge
Can you build the best music recommendation system? |
Prize: $5,000 Team: 1,081 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2017 |
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249. WSDM - KKBoxs Churn Prediction Challenge
Can you predict when subscribers will churn? |
Prize: $5,000 Team: 575 Kind: Research Metric: Log Loss Year: 2017 |
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248. Passenger Screening Algorithm Challenge
Improve the accuracy of the Department of Homeland Securitys threat recognition algorithms |
Prize: $1,500,000 Team: 518 Kind: Featured Metric: Log Loss Year: 2017 |
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247. Spooky Author Identification
Share code and discuss insights to identify horror authors from their writings |
Prize: $25,000 Team: 1,244 Kind: Playground Metric: Multiclass Loss Year: 2017 |
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246. Cdiscount’s Image Classification Challenge
Categorize e-commerce photos |
Prize: $35,000 Team: 627 Kind: Featured Metric: Categorization Accuracy Year: 2017 |
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245. Porto Seguro’s Safe Driver Prediction
Predict if a driver will file an insurance claim next year. |
Prize: $25,000 Team: 5,169 Kind: Featured Metric: Normalized Gini Index Year: 2017 |
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244. Text Normalization Challenge - English Language
Convert English text from written expressions into spoken forms |
Prize: $25,000 Team: 260 Kind: Research Metric: Categorization Accuracy Year: 2017 |
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243. Text Normalization Challenge - Russian Language
Convert Russian text from written expressions into spoken forms |
Prize: $25,000 Team: 162 Kind: Research Metric: Categorization Accuracy Year: 2017 |
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242. Web Traffic Time Series Forecasting
Forecast future traffic to Wikipedia pages |
Prize: $25,000 Team: 1,095 Kind: Research Metric: SMAPE Year: 2017 |
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241. Personalized Medicine; Redefining Cancer Treatment
Predict the effect of Genetic Variants to enable Personalized Medicine |
Prize: $15,000 Team: 1,386 Kind: Research Metric: Multiclass Loss Year: 2017 |
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240. NIPS 2017; Non-targeted Adversarial Attack
Imperceptibly transform images in ways that fool classification models |
Prize: Swag Team: 91 Kind: Research Metric: Score Year: 2017 |
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239. NIPS 2017; Targeted Adversarial Attack
Develop an adversarial attack that causes image classifiers to predict a specific target class |
Prize: Swag Team: 65 Kind: Research Metric: Score Year: 2017 |
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238. NIPS 2017; Defense Against Adversarial Attack
Create an image classifier that is robust to adversarial attacks |
Prize: Swag Team: 107 Kind: Research Metric: Score Year: 2017 |
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237. Carvana Image Masking Challenge
Automatically identify the boundaries of the car in an image |
Prize: $25,000 Team: 735 Kind: Featured Metric: - Year: 2017 |
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236. New York City Taxi Trip Duration
Share code and data to improve ride time predictions |
Prize: $30,000 Team: 1,257 Kind: Playground Metric: Root Mean Squared Logarithmic Error Year: 2017 |
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235. Invasive Species Monitoring
Identify images of invasive hydrangea |
Prize: Knowledge Team: 513 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2017 |
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234. Instacart Market Basket Analysis
Which products will an Instacart consumer purchase again? |
Prize: $25,000 Team: 2,623 Kind: Featured Metric: Mean F-Score Year: 2017 |
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233. Planet; Understanding the Amazon from Space
Use satellite data to track the human footprint in the Amazon rainforest |
Prize: $60,000 Team: 938 Kind: Featured Metric: Mean F-Score Beta Year: 2017 |
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232. Mercedes-Benz Greener Manufacturing
Can you cut the time a Mercedes-Benz spends on the test bench? |
Prize: $25,000 Team: 3,835 Kind: Featured Metric: R^2 score (coefficient of determination) Year: 2017 |
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231. iNaturalist Challenge at FGVC 2017
Fine-grained classification challenge spanning 5,000 species. |
Prize: Knowledge Team: 50 Kind: Research Metric: - Year: 2017 |
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230. iMaterialist Challenge at FGVC 2017
Can you assign accurate description labels to images of apparel products? |
Prize: Knowledge Team: 28 Kind: Research Metric: - Year: 2017 |
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229. Sberbank Russian Housing Market
Can you predict realty price fluctuations in Russia’s volatile economy? |
Prize: $25,000 Team: 3,274 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2017 |
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228. NOAA Fisheries Steller Sea Lion Population Count
How many sea lions do you see? |
Prize: $25,000 Team: 385 Kind: Featured Metric: Mean Columnwise Root Mean Squared Error Year: 2017 |
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227. Intel & MobileODT Cervical Cancer Screening
Which cancer treatment will be most effective? |
Prize: $100,000 Team: 848 Kind: Featured Metric: Multiclass Loss Year: 2017 |
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226. Quora Question Pairs
Can you identify question pairs that have the same intent? |
Prize: $25,000 Team: 3,307 Kind: Featured Metric: Log Loss Year: 2017 |
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225. Google Cloud & YouTube-8M Video Understanding Challenge
Can you produce the best video tag predictions? |
Prize: $100,000 Team: 655 Kind: Featured Metric: GoogleGlobalAP Year: 2017 |
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224. Two Sigma Connect; Rental Listing Inquiries
How much interest will a new rental listing on RentHop receive? |
Prize: Jobs Team: 2,488 Kind: Recruitment Metric: Multiclass Loss Year: 2017 |
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223. The Nature Conservancy Fisheries Monitoring
Can you detect and classify species of fish? |
Prize: $150,000 Team: 2,293 Kind: Featured Metric: Multiclass Loss Year: 2017 |
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222. Data Science Bowl 2017
Can you improve lung cancer detection? |
Prize: $1,000,000 Team: 1,972 Kind: Featured Metric: Log Loss Year: 2017 |
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221. March Machine Learning Mania 2017
Predict the 2017 NCAA Basketball Tournament |
Prize: Swag Team: 442 Kind: Playground Metric: Log Loss Year: 2017 |
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220. Transfer Learning on Stack Exchange Tags
Predict tags from models trained on unrelated topics |
Prize: Knowledge Team: 380 Kind: Playground Metric: Mean F-Score Year: 2017 |
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219. Dstl Satellite Imagery Feature Detection
Can you train an eye in the sky? |
Prize: $100,000 Team: 419 Kind: Featured Metric: JaccardDSTLParallel Year: 2017 |
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218. Dogs vs. Cats Redux; Kernels Edition
Distinguish images of dogs from cats |
Prize: Knowledge Team: 1,314 Kind: Playground Metric: Log Loss Year: 2017 |
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217. Two Sigma Financial Modeling Challenge
Can you uncover predictive value in an uncertain world? |
Prize: $100,000 Team: 2,070 Kind: Featured Metric: R Value Year: 2017 |
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216. Leaf Classification
Can you see the random forest for the leaves? |
Prize: Knowledge Team: 1,598 Kind: Playground Metric: Multiclass Loss Year: 2017 |
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215. Santas Uncertain Bags
♫ Bells are ringing, children singing, all is merry and bright. Santas elves made a big mistake, now he needs your help tonight ♫ |
Prize: Swag Team: 694 Kind: Playground Metric: SantaWeightedBins Year: 2017 |
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214. Outbrain Click Prediction
Can you predict which recommended content each user will click? |
Prize: $25,000 Team: 979 Kind: Featured Metric: - Year: 2017 |
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213. Facial Keypoints Detection
Detect the location of keypoints on face images |
Prize: Knowledge Team: 175 Kind: Getting Started Metric: Root Mean Squared Error Year: 2016 |
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212. First Steps With Julia
Use Julia to identify characters from Google Street View images |
Prize: Knowledge Team: 56 Kind: Getting Started Metric: Categorization Accuracy Year: 2016 |
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211. Santander Product Recommendation
Can you pair products with people? |
Prize: $60,000 Team: 1,787 Kind: Featured Metric: - Year: 2016 |
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210. Allstate Claims Severity
How severe is an insurance claim? |
Prize: Jobs Team: 3,055 Kind: Recruitment Metric: Mean Absolute Error Year: 2016 |
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209. Melbourne University AES/MathWorks/NIH Seizure Prediction
Predict seizures in long-term human intracranial EEG recordings |
Prize: $20,000 Team: 478 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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208. Ghouls, Goblins, and Ghosts... Boo!
Can you classify monsters haunting Kaggle? |
Prize: Knowledge Team: 764 Kind: Playground Metric: Categorization Accuracy Year: 2016 |
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207. Bosch Production Line Performance
Reduce manufacturing failures |
Prize: $30,000 Team: 1,373 Kind: Featured Metric: Matthews correlation coefficient Year: 2016 |
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206. Painter by Numbers
Does every painter leave a fingerprint? |
Prize: Knowledge Team: 41 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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205. Integer Sequence Learning
1, 2, 3, 4, 5, 7?! |
Prize: Knowledge Team: 286 Kind: Playground Metric: Categorization Accuracy Year: 2016 |
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204. Predicting Red Hat Business Value
Classify customer potential |
Prize: $50,000 Team: 2,271 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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203. TalkingData Mobile User Demographics
Get to know millions of mobile device users |
Prize: $25,000 Team: 1,689 Kind: Featured Metric: Multiclass Loss Year: 2016 |
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202. Grupo Bimbo Inventory Demand
Maximize sales and minimize returns of bakery goods |
Prize: $25,000 Team: 1,969 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2016 |
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201. Ultrasound Nerve Segmentation
Identify nerve structures in ultrasound images of the neck |
Prize: $100,000 Team: 923 Kind: Featured Metric: - Year: 2016 |
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200. State Farm Distracted Driver Detection
Can computer vision spot distracted drivers? |
Prize: $65,000 Team: 1,440 Kind: Featured Metric: Multiclass Loss Year: 2016 |
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199. Shelter Animal Outcomes
Help improve outcomes for shelter animals |
Prize: Knowledge Team: 1,604 Kind: Playground Metric: Multiclass Loss Year: 2016 |
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198. Avito Duplicate Ads Detection
Can you detect duplicitous duplicate ads? |
Prize: $20,000 Team: 548 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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197. Facebook V; Predicting Check Ins
Identify the correct place for check ins |
Prize: Jobs Team: 1,212 Kind: Recruitment Metric: - Year: 2016 |
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196. Draper Satellite Image Chronology
Can you put order to space and time? |
Prize: $75,000 Team: 401 Kind: Featured Metric: - Year: 2016 |
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195. Kobe Bryant Shot Selection
Which shots did Kobe sink? |
Prize: Knowledge Team: 1,117 Kind: Playground Metric: Log Loss Year: 2016 |
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194. Expedia Hotel Recommendations
Which hotel type will an Expedia customer book? |
Prize: $25,000 Team: 1,947 Kind: Featured Metric: - Year: 2016 |
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193. San Francisco Crime Classification
Predict the category of crimes that occurred in the city by the bay |
Prize: Knowledge Team: 2,335 Kind: Playground Metric: Multiclass Loss Year: 2016 |
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192. Santander Customer Satisfaction
Which customers are happy customers? |
Prize: $60,000 Team: 5,123 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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191. Home Depot Product Search Relevance
Predict the relevance of search results on homedepot.com |
Prize: $40,000 Team: 2,125 Kind: Featured Metric: Root Mean Squared Error Year: 2016 |
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190. BNP Paribas Cardif Claims Management
Can you accelerate BNP Paribas Cardifs claims management process? |
Prize: $30,000 Team: 2,926 Kind: Featured Metric: Log Loss Year: 2016 |
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189. Yelp Restaurant Photo Classification
Predict attribute labels for restaurants using user-submitted photos |
Prize: Jobs Team: 355 Kind: Recruitment Metric: Mean F-Score Year: 2016 |
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188. March Machine Learning Mania 2016
Predict the 2016 NCAA Basketball Tournament |
Prize: $25,000 Team: 598 Kind: Featured Metric: Log Loss Year: 2016 |
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187. Second Annual Data Science Bowl
Transforming How We Diagnose Heart Disease |
Prize: $200,000 Team: 773 Kind: Featured Metric: Continuous Rank Probability Score Year: 2016 |
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186. Telstra Network Disruptions
Predict service faults on Australias largest telecommunications network |
Prize: Jobs Team: 974 Kind: Recruitment Metric: Multiclass Loss Year: 2016 |
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185. Prudential Life Insurance Assessment
Can you make buying life insurance easier? |
Prize: $30,000 Team: 2,619 Kind: Featured Metric: QuadraticWeightedKappa Year: 2016 |
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184. The Allen AI Science Challenge
Is your model smarter than an 8th grader? |
Prize: $80,000 Team: 799 Kind: Featured Metric: Categorization Accuracy Year: 2016 |
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183. Airbnb New User Bookings
Where will a new guest book their first travel experience? |
Prize: Jobs Team: 1,462 Kind: Recruitment Metric: - Year: 2016 |
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182. Homesite Quote Conversion
Which customers will purchase a quoted insurance plan? |
Prize: $20,000 Team: 1,764 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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181. Cervical Cancer Screening
Help prevent cervical cancer by identifying at-risk populations |
Prize: $100,000 Team: 40 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2016 |
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180. The Winton Stock Market Challenge
Join a multi-disciplinary team of research scientists |
Prize: $50,000 Team: 1,300 Kind: Featured Metric: Weighted Mean Absolute Error Year: 2016 |
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179. Santas Stolen Sleigh
♫ Alarm bells ring, are you listening? Santas sleigh has gone missing ♫ |
Prize: $20,000 Team: 1,127 Kind: Featured Metric: SantaRideShare Year: 2016 |
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178. Right Whale Recognition
Identify endangered right whales in aerial photographs |
Prize: $10,000 Team: 364 Kind: Research Metric: Multiclass Loss Year: 2016 |
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177. Walmart Recruiting; Trip Type Classification
Use market basket analysis to classify shopping trips |
Prize: Jobs Team: 1,047 Kind: Recruitment Metric: Multiclass Loss Year: 2015 |
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176. Whats Cooking?
Use recipe ingredients to categorize the cuisine |
Prize: Knowledge Team: 1,388 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
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175. Rossmann Store Sales
Forecast sales using store, promotion, and competitor data |
Prize: $35,000 Team: 3,303 Kind: Featured Metric: Root Mean Square Percentage Error Year: 2015 |
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174. How Much Did It Rain? II
Predict hourly rainfall using data from polarimetric radars |
Prize: $500 Team: 587 Kind: Research Metric: Mean Absolute Error Year: 2015 |
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173. Western Australia Rental Prices
Predict rental prices for properties across Western Australia |
Prize: $100,000 Team: 59 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2015 |
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172. Springleaf Marketing Response
Determine whether to send a direct mail piece to a customer |
Prize: $100,000 Team: 2,226 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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171. Truly Native?
Predict which web pages served by StumbleUpon are sponsored |
Prize: $10,000 Team: 274 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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170. Flavours of Physics; Finding τ → μμμ
Identify a rare decay phenomenon |
Prize: $15,000 Team: 673 Kind: Featured Metric: Weighted AUC, with agreement check and correlation check Year: 2015 |
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169. Denoising Dirty Documents
Remove noise from printed text |
Prize: Knowledge Team: 161 Kind: Playground Metric: Root Mean Squared Error Year: 2015 |
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168. Coupon Purchase Prediction
Predict which coupons a customer will buy |
Prize: $50,000 Team: 1,076 Kind: Featured Metric: - Year: 2015 |
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167. Introducing Kaggle Scripts
Your code deserves better |
Prize: Swag Team: 0 Kind: Playground Metric: Root Mean Squared Error Year: 2015 |
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166. Machinery Tube Pricing
Model quoted prices for industrial tube assemblies |
Prize: $30,000 Team: 1,320 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2015 |
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165. Grasp-and-Lift EEG Detection
Identify hand motions from EEG recordings |
Prize: $10,000 Team: 379 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2015 |
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164. Liberty Mutual Group; Property Inspection Prediction
Quantify property hazards before time of inspection |
Prize: $25,000 Team: 2,236 Kind: Featured Metric: Normalized Gini Index Year: 2015 |
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163. ICDM 2015; Drawbridge Cross-Device Connections
Identify individual users across their digital devices |
Prize: $10,000 Team: 340 Kind: Featured Metric: Mean F-Score Beta Year: 2015 |
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162. Predict Closed Questions on Stack Overflow
Predict which new questions asked on Stack Overflow will be closed |
Prize: $20,000 Team: 0 Kind: Playground Metric: Multiclass Loss (Deprecated) Year: 2015 |
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161. Avito Context Ad Clicks
Predict if context ads will earn a users click |
Prize: $20,000 Team: 414 Kind: Featured Metric: Log Loss Year: 2015 |
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160. Diabetic Retinopathy Detection
Identify signs of diabetic retinopathy in eye images |
Prize: $100,000 Team: 661 Kind: Featured Metric: QuadraticWeightedKappa Year: 2015 |
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159. Crowdflower Search Results Relevance
Predict the relevance of search results from eCommerce sites |
Prize: $20,000 Team: 1,326 Kind: Featured Metric: QuadraticWeightedKappa Year: 2015 |
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158. ECML/PKDD 15; Taxi Trajectory Prediction (I)
Predict the destination of taxi trips based on initial partial trajectories |
Prize: $250 Team: 381 Kind: Research Metric: Averaged Haversine Distance Year: 2015 |
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157. ECML/PKDD 15; Taxi Trip Time Prediction (II)
Predict the total travel time of taxi trips based on their initial partial trajectories |
Prize: $250 Team: 345 Kind: Research Metric: Root Mean Squared Logarithmic Error Year: 2015 |
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156. Bag of Words Meets Bags of Popcorn
Use Googles Word2Vec for movie reviews |
Prize: Knowledge Team: 578 Kind: Getting Started Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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155. West Nile Virus Prediction
Predict West Nile virus in mosquitos across the city of Chicago |
Prize: $40,000 Team: 1,306 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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154. Facebook Recruiting IV; Human or Robot?
Predict if an online bid is made by a machine or a human |
Prize: Jobs Team: 985 Kind: Recruitment Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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153. Random Acts of Pizza
Predicting altruism through free pizza |
Prize: Knowledge Team: 464 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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152. Poker Rule Induction
Determine the poker hand of five playing cards |
Prize: Knowledge Team: 209 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
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151. Bike Sharing Demand
Forecast use of a city bikeshare system |
Prize: Knowledge Team: 3,251 Kind: Playground Metric: Root Mean Squared Logarithmic Error Year: 2015 |
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150. Walmart Recruiting II; Sales in Stormy Weather
Predict how sales of weather-sensitive products are affected by snow and rain |
Prize: Jobs Team: 485 Kind: Recruitment Metric: Root Mean Squared Logarithmic Error Year: 2015 |
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149. Otto Group Product Classification Challenge
Classify products into the correct category |
Prize: $10,000 Team: 3,514 Kind: Featured Metric: Multiclass Loss Year: 2015 |
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148. How Much Did It Rain?
Predict probabilistic distribution of hourly rain given polarimetric radar measurements |
Prize: $500 Team: 321 Kind: Research Metric: Continuous Rank Probability Score Year: 2015 |
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147. Forest Cover Type Prediction
Use cartographic variables to classify forest categories |
Prize: Knowledge Team: 1,694 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
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146. Restaurant Revenue Prediction
Predict annual restaurant sales based on objective measurements |
Prize: $30,000 Team: 2,257 Kind: Featured Metric: Root Mean Squared Error Year: 2015 |
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145. 15.071x - The Analytics Edge (Spring 2015)
Test your analytics skills by predicting which New York Times blog articles will be the most popular |
Prize: Knowledge Team: 2,923 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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144. Billion Word Imputation
Find and impute missing words in the billion word corpus |
Prize: Knowledge Team: 87 Kind: Playground Metric: Levenshtein Mean Year: 2015 |
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143. Microsoft Malware Classification Challenge (BIG 2015)
Classify malware into families based on file content and characteristics |
Prize: $16,000 Team: 377 Kind: Research Metric: Multiclass Loss (Deprecated) Year: 2015 |
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142. March Machine Learning Mania 2015
Predict the 2015 NCAA Basketball Tournament |
Prize: $15,000 Team: 341 Kind: Featured Metric: Log Loss Year: 2015 |
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141. 15.071x - The Analytics Edge (Spring 2015)
Test your analytics skills by predicting which New York Times blog articles will be the most popular. |
Prize: Knowledge Team: 0 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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140. Finding Elo
Predict a chess players FIDE Elo rating from one game |
Prize: Knowledge Team: 158 Kind: Playground Metric: Mean Absolute Error Year: 2015 |
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139. National Data Science Bowl
Predict ocean health, one plankton at a time |
Prize: $175,000 Team: 1,049 Kind: Featured Metric: Multiclass Loss (Deprecated) Year: 2015 |
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138. Driver Telematics Analysis
Use telematic data to identify a driver signature |
Prize: $30,000 Team: 1,528 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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137. Sentiment Analysis on Movie Reviews
Classify the sentiment of sentences from the Rotten Tomatoes dataset |
Prize: Knowledge Team: 861 Kind: Playground Metric: Categorization Accuracy Year: 2015 |
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136. BCI Challenge @ NER 2015
A spell on you if you cannot detect errors! |
Prize: $1,000 Team: 260 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2015 |
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135. Click-Through Rate Prediction
Predict whether a mobile ad will be clicked |
Prize: $15,000 Team: 1,604 Kind: Featured Metric: Log Loss Year: 2015 |
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134. Helping Santas Helpers
Jingle bells, Santa tells ... |
Prize: $20,000 Team: 439 Kind: Featured Metric: Packing Santas Sleigh Metric Year: 2015 |
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133. Data Science London + Scikit-learn
Scikit-learn is an open-source machine learning library for Python. Give it a try here! |
Prize: Knowledge Team: 191 Kind: Getting Started Metric: Categorization Accuracy Year: 2014 |
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132. American Epilepsy Society Seizure Prediction Challenge
Predict seizures in intracranial EEG recordings |
Prize: $25,000 Team: 504 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
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131. Tradeshift Text Classification
Classify text blocks in documents |
Prize: $5,000 Team: 375 Kind: Featured Metric: Log Loss Year: 2014 |
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130. Learning Social Circles in Networks
Model friend memberships to multiple circles |
Prize: Knowledge Team: 203 Kind: Playground Metric: FacebookCircles Year: 2014 |
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129. Africa Soil Property Prediction Challenge
Predict physical and chemical properties of soil using spectral measurements |
Prize: $8,000 Team: 1,233 Kind: Research Metric: Mean Columnwise Root Mean Squared Error Year: 2014 |
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128. CIFAR-10 - Object Recognition in Images
Identify the subject of 60,000 labeled images |
Prize: Knowledge Team: 231 Kind: Playground Metric: Categorization Accuracy Year: 2014 |
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127. Display Advertising Challenge
Predict click-through rates on display ads |
Prize: $16,000 Team: 718 Kind: Research Metric: Log Loss Year: 2014 |
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126. Higgs Boson Machine Learning Challenge
Use the ATLAS experiment to identify the Higgs boson |
Prize: $13,000 Team: 1,785 Kind: Featured Metric: Higgs Boson Approximate Median Significance Year: 2014 |
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125. Liberty Mutual Group - Fire Peril Loss Cost
Predict expected fire losses for insurance policies |
Prize: $25,000 Team: 634 Kind: Featured Metric: Weighted Gini Year: 2014 |
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124. The Hunt for Prohibited Content
Predict which ads contain illicit content |
Prize: $25,000 Team: 285 Kind: Featured Metric: - Year: 2014 |
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123. UPenn and Mayo Clinics Seizure Detection Challenge
Detect seizures in intracranial EEG recordings |
Prize: $8,000 Team: 200 Kind: Research Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2014 |
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122. DecMeg2014 - Decoding the Human Brain
Predict visual stimuli from MEG recordings of human brain activity |
Prize: $5,000 Team: 267 Kind: Research Metric: Categorization Accuracy Year: 2014 |
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121. MLSP 2014 Schizophrenia Classification Challenge
Diagnose schizophrenia using multimodal features from MRI scans |
Prize: Kudos Team: 313 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
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120. KDD Cup 2014 - Predicting Excitement at DonorsChoose.org
Predict funding requests that deserve an A+ |
Prize: $2,000 Team: 472 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
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119. Greek Media Monitoring Multilabel Classification (WISE 2014)
Multi-label classification of printed media articles to topics |
Prize: $680 Team: 120 Kind: Research Metric: Mean F-Score Year: 2014 |
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118. Acquire Valued Shoppers Challenge
Predict which shoppers will become repeat buyers |
Prize: $30,000 Team: 952 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
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117. Risky Business
Predict the risk of customer credit default |
Prize: $100,000 Team: 44 Kind: Masters Metric: Amex Custom Gini And Percentage Capture Year: 2014 |
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116. Allstate Purchase Prediction Challenge
Predict a purchased policy based on transaction history |
Prize: $50,000 Team: 1,568 Kind: Featured Metric: Categorization Accuracy Year: 2014 |
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115. CONNECTOMICS
Reconstruct the wiring between neurons from fluorescence imaging of neural activity |
Prize: $3,000 Team: 143 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
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114. The Analytics Edge (15.071x)
Learn what predicts happiness by using informal polling questions. |
Prize: Knowledge Team: 1,685 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2014 |
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113. Walmart Recruiting - Store Sales Forecasting
Use historical markdown data to predict store sales |
Prize: Jobs Team: 691 Kind: Recruitment Metric: Weighted Mean Absolute Error Year: 2014 |
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112. Large Scale Hierarchical Text Classification
Classify Wikipedia documents into one of 325,056 categories |
Prize: Swag Team: 119 Kind: Research Metric: Macro F-Score Year: 2014 |
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111. March Machine Learning Mania
Tip off college basketball by predicting the 2014 NCAA Tournament |
Prize: $15,000 Team: 248 Kind: Featured Metric: Log Loss Year: 2014 |
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110. Galaxy Zoo - The Galaxy Challenge
Classify the morphologies of distant galaxies in our Universe |
Prize: $16,000 Team: 326 Kind: Research Metric: Root Mean Squared Error Year: 2014 |
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109. The Random Number Grand Challenge
Decode a sequence of pseudorandom numbers |
Prize: $1,000 Team: 205 Kind: Featured Metric: Mean Absolute Error Year: 2014 |
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108. PAKDD 2014 - ASUS Malfunctional Components Prediction
Predict malfunctional components of ASUS notebooks |
Prize: $8,500 Team: 610 Kind: Research Metric: Mean Absolute Error Year: 2014 |
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107. Loan Default Prediction - Imperial College London
Constructing an optimal portfolio of loans |
Prize: $10,000 Team: 675 Kind: Research Metric: Mean Absolute Error Year: 2014 |
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106. Flu Forecasting
Predict when, where and how strong the flu will be |
Prize: $125,000 Team: 50 Kind: Masters Metric: Root Mean Squared Logarithmic Error Year: 2014 |
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105. Conways Reverse Game of Life
Reverse the arrow of time in the Game of Life |
Prize: Swag Team: 142 Kind: Playground Metric: Mean Absolute Error Year: 2014 |
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104. Dogs vs. Cats
Create an algorithm to distinguish dogs from cats |
Prize: Swag Team: 215 Kind: Playground Metric: Categorization Accuracy Year: 2014 |
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103. Packing Santas Sleigh
Hes making a list, checking it twice; to fill up his sleigh, he needs your advice |
Prize: $10,000 Team: 362 Kind: Featured Metric: Packing Santas Sleigh Metric Year: 2014 |
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102. Personalized Web Search Challenge
Re-rank web documents using personal preferences |
Prize: $9,000 Team: 194 Kind: Featured Metric: - Year: 2014 |
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101. As the World Churns
Predict which customers will leave an insurance company in the next 12 months. |
Prize: $70,000 Team: 37 Kind: Masters Metric: Mean Columnwise Area Under Receiver Operating Characteristic Curve Year: 2013 |
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100. Facebook Recruiting III - Keyword Extraction
Identify keywords and tags from millions of text questions |
Prize: Jobs Team: 367 Kind: Recruitment Metric: Mean F-Score Year: 2013 |
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99. Partly Sunny with a Chance of Hashtags
What can a #machine learn from tweets about the #weather? |
Prize: $500 Team: 259 Kind: Playground Metric: Root Mean Squared Error Year: 2013 |
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98. See Click Predict Fix
Predict which 311 issues are most important to citizens |
Prize: $4,000 Team: 532 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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97. Multi-label Bird Species Classification - NIPS 2013
Identify which of 87 classes of birds and amphibians are present into 1000 continuous wild sound recordings |
Prize: Knowledge Team: 32 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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96. Accelerometer Biometric Competition
Recognize users of mobile devices from accelerometer data |
Prize: $5,000 Team: 633 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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95. AMS 2013-2014 Solar Energy Prediction Contest
Forecast daily solar energy with an ensemble of weather models |
Prize: $1,000 Team: 160 Kind: Research Metric: Mean Absolute Error Year: 2013 |
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94. Boston Data Festival Hackathon
Can you make a better prediction than a monkey with a dart? |
Prize: $1,000 Team: 21 Kind: Playground Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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93. Personalize Expedia Hotel Searches - ICDM 2013
Learning to rank hotels to maximize purchases |
Prize: $25,000 Team: 337 Kind: Featured Metric: - Year: 2013 |
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92. StumbleUpon Evergreen Classification Challenge
Build a classifier to categorize webpages as evergreen or non-evergreen |
Prize: $5,000 Team: 625 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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91. Belkin Energy Disaggregation Competition
Disaggregate household energy consumption into individual appliances |
Prize: $25,000 Team: 165 Kind: Featured Metric: - Year: 2013 |
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90. The Big Data Combine Engineered by BattleFin
Predict short term movements in stock prices using news and sentiment data provided by RavenPack |
Prize: $18,500 Team: 425 Kind: Research Metric: Mean Absolute Error Year: 2013 |
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89. See Click Predict Fix - Hackathon
Predict which 311 issues are most important to citizens |
Prize: $1,000 Team: 80 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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88. Cause-effect pairs
Given samples from a pair of variables A, B, find whether A is a cause of B. |
Prize: $10,000 Team: 266 Kind: Research Metric: Bidirectional AUC for Cause Effect Pairs Year: 2013 |
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87. RecSys2013; Yelp Business Rating Prediction
RecSys Challenge 2013; Yelp business rating prediction |
Prize: $500 Team: 158 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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86. Multi-modal Gesture Recognition
Recognize gesture sequences in video and depth data from Kinect |
Prize: $10,000 Team: 53 Kind: Research Metric: Gesture Normalized Levenshtein Mean Year: 2013 |
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85. MLSP 2013 Bird Classification Challenge
Predict the set of bird species present in an audio recording, collected in field conditions. |
Prize: $1,800 Team: 79 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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84. MasterCard - Data Cleansing Competition
Improve the quality of information within transaction data |
Prize: $100,000 Team: 6 Kind: Masters Metric: Mastercard Levenshtein AUC Metric Year: 2013 |
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83. Amazon.com - Employee Access Challenge
Predict an employees access needs, given his/her job role |
Prize: $5,000 Team: 1,687 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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82. Yelp Recruiting Competition
How many "useful" votes will a Yelp review receive? Show off your skills to land an interview for a position on a Yelp data mining team! |
Prize: Jobs Team: 350 Kind: Recruitment Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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81. KDD Cup 2013 - Author-Paper Identification Challenge (Track 1)
Determine whether an author has written a given paper |
Prize: $7,500 Team: 553 Kind: Featured Metric: - Year: 2013 |
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80. The ICML 2013 Bird Challenge
Identify bird species from continuous audio recordings |
Prize: $500 Team: 76 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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79. The ICML 2013 Whale Challenge - Right Whale Redux
Develop recognition solutions to detect and classify right whales for BIG data mining and exploration studies |
Prize: $500 Team: 129 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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78. KDD Cup 2013 - Author Disambiguation Challenge (Track 2)
Identify which authors correspond to the same person |
Prize: $7,500 Team: 237 Kind: Featured Metric: Mean F-Score Year: 2013 |
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77. Challenges in Representation Learning; Facial Expression Recognition Challenge
Learn facial expressions from an image |
Prize: $500 Team: 56 Kind: Research Metric: Categorization Accuracy Year: 2013 |
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76. Challenges in Representation Learning; The Black Box Learning Challenge
Competitors train a classifier on a dataset that is not human readable, without knowledge of what the data consists of. |
Prize: $500 Team: 211 Kind: Research Metric: Categorization Accuracy Year: 2013 |
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75. Challenges in Representation Learning; Multi-modal Learning
The multi-modal learning challenge |
Prize: $500 Team: 24 Kind: Research Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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74. dunnhumby & hack/reduce Product Launch Challenge
The success or failure of a new product launch is often evident within the first few weeks of sales. Can you predict a products destiny? |
Prize: $5,000 Team: 108 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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73. ICDAR2013 - Handwriting Stroke Recovery from Offline Data
Predict the trajectory of a handwritten signature |
Prize: $1,000 Team: 40 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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72. Blue Book for Bulldozers
Predict the auction sale price for a piece of heavy equipment to create a "blue book" for bulldozers. |
Prize: $10,000 Team: 475 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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71. ICDAR2013 - Gender Prediction from Handwriting
Predict if a handwritten document has been produced by a male or a female writer |
Prize: $1,000 Team: 190 Kind: Research Metric: Log Loss Year: 2013 |
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70. Influencers in Social Networks
Predict which people are influential in a social network |
Prize: $2,350 Team: 132 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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69. The Marinexplore and Cornell University Whale Detection Challenge
Create an algorithm to detect North Atlantic right whale calls from audio recordings, prevent collisions with shipping traffic |
Prize: $10,000 Team: 245 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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68. Heritage Health Prize
Identify patients who will be admitted to a hospital within the next year using historical claims data. (Enter by 06;59;59 UTC Oct 4 2012) |
Prize: $500,000 Team: 1,353 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2013 |
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67. Job Salary Prediction
Predict the salary of any UK job ad based on its contents |
Prize: $6,000 Team: 289 Kind: Featured Metric: Mean Absolute Error Year: 2013 |
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66. Predicting Parkinsons Disease Progression with Smartphone Data
Can we objectively measure the symptoms of Parkinson’s disease with a smartphone? We have the data to find out! |
Prize: $10,000 Team: 0 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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65. Just the Basics - Strata 2013 After-party
Live from Santa Clara, CA |
Prize: Knowledge Team: 48 Kind: Getting Started Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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64. Just the Basics - Strata 2013
Live from Santa Clara, CA - Core Data Science Skills with Kaggle’s Top Competitors |
Prize: Knowledge Team: 49 Kind: Getting Started Metric: Area Under Receiver Operating Characteristic Curve Year: 2013 |
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63. Event Recommendation Engine Challenge
Predict what events our users will be interested in based on user actions, event metadata, and demographic information. |
Prize: $5,000 Team: 223 Kind: Featured Metric: Mean Average Precision at K Year: 2013 |
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62. Leaping Leaderboard Leapfrogs
Provide creative visualizations of the Kaggle leaderboard |
Prize: $900 Team: 0 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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61. Prescription Volume Prediction
Predict future prescription volume |
Prize: USD Team: 12 Kind: Masters Metric: Multi-Column Average Precision at K Year: 2013 |
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60. Visualize the State of Public Education in Colorado
Using 3 years of school grading data supplied by the Colorado Department of Education and R-Squared Research, visually uncover trends in the Colorado public school system. |
Prize: $5,000 Team: 0 Kind: Research Metric: Root Mean Squared Error Year: 2013 |
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59. Traveling Santa Problem
Solve ye olde traveling salesman problem to help Santa Claus deliver his presents |
Prize: $3,000 Team: 355 Kind: Featured Metric: Traveling Santa Metric Year: 2013 |
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58. Observing Dark Worlds
Can you find the Dark Matter that dominates our Universe? Winton Capital offers you the chance to unlock the secrets of dark worlds. |
Prize: $20,000 Team: 353 Kind: Recruitment Metric: DarkWorldsMetric Year: 2012 |
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57. Will I Stay or Will I Go?
Predict which of our current customers will stay insured with us for an entire policy term. |
Prize: USD Team: 12 Kind: Masters Metric: Log Loss Year: 2012 |
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56. Facebook II - Mapping the Internet
Round II of the Facebook Recruiting Competition. |
Prize: Jobs Team: 111 Kind: Recruitment Metric: Area Under Receiver Operating Characteristic Curve Year: 2012 |
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55. U.S. Census Return Rate Challenge
Predict census mail return rates. |
Prize: $25,000 Team: 243 Kind: Featured Metric: Normalized Weighted Mean Absolute Error Year: 2012 |
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54. Predict Closed Questions on Stack Overflow
Predict which new questions asked on Stack Overflow will be closed |
Prize: $20,000 Team: 161 Kind: Featured Metric: Multiclass Loss (Deprecated) Year: 2012 |
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53. Global Energy Forecasting Competition 2012 - Load Forecasting
A hierarchical load forecasting problem; backcasting and forecasting hourly loads (in kW) for a US utility with 20 zones. |
Prize: $7,500 Team: 104 Kind: Research Metric: Weighted Root Mean Squared Error Year: 2012 |
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52. Global Energy Forecasting Competition 2012 - Wind Forecasting
A wind power forecasting problem; predicting hourly power generation up to 48 hours ahead at 7 wind farms |
Prize: $7,500 Team: 133 Kind: Research Metric: Root Mean Squared Error Year: 2012 |
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51. Merck Molecular Activity Challenge
Help develop safe and effective medicines by predicting molecular activity. |
Prize: $40,000 Team: 236 Kind: Featured Metric: DataSetWeightedCorrelationCoefficient Year: 2012 |
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50. Data Mining Hackathon on BIG DATA (7GB) Best Buy mobile web site
Predict which BestBuy product a mobile web visitor will be most interested in based on their search query or behavior over 2 years (7 GB). |
Prize: $1,000 Team: 25 Kind: Research Metric: Mean Average Precision at K Year: 2012 |
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49. Data Mining Hackathon on (20 mb) Best Buy mobile web site - ACM SF Bay Area Chapter
Getting Started - Predict which Xbox game a visitor will be most interested in based on their search query. (20 MB) |
Prize: $600 Team: 96 Kind: Research Metric: Mean Average Precision at K Year: 2012 |
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48. CPROD1; Consumer PRODucts contest #1
Identify product mentions within a largely user-generated web-based corpus and disambiguate the mentions against a large product catalog. |
Prize: $10,000 Team: 29 Kind: Research Metric: Mean F-Score Variant Year: 2012 |
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47. Detecting Insults in Social Commentary
Predict whether a comment posted during a public discussion is considered insulting to one of the participants. |
Prize: $10,000 Team: 50 Kind: Recruitment Metric: Area Under Receiver Operating Characteristic Curve Year: 2012 |
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46. Raising Money to Fund an Organizational Mission
Help worthy organizations more efficiently target and recruit loyal donors to support their causes. |
Prize: $10,000 Team: 27 Kind: Featured Metric: AverageAmongTop{P} Year: 2012 |
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45. CHALEARN Gesture Challenge 2
Develop a Gesture Recognizer for Microsoft Kinect (TM) |
Prize: $10,000 Team: 30 Kind: Research Metric: Gesture Normalized Levenshtein Mean Year: 2012 |
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44. Practice Fusion Diabetes Classification
Identify patients diagnosed with Type 2 Diabetes |
Prize: $10,000 Team: 146 Kind: Research Metric: Log Loss Year: 2012 |
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43. EMC Israel Data Science Challenge
Match source code files to the open source code project |
Prize: $10,000 Team: 86 Kind: Research Metric: Multiclass Loss (Deprecated) Year: 2012 |
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42. Million Song Dataset Challenge
Predict which songs a user will listen to. |
Prize: Kudos Team: 150 Kind: Research Metric: Mean Average Precision at K Year: 2012 |
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41. EMI Music Data Science Hackathon - July 21st - 24 hours
Can you predict if a listener will love a new song? |
Prize: $10,000 Team: 133 Kind: Featured Metric: Root Mean Squared Error Year: 2012 |
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40. Facebook Recruiting Competition
Show them your talent, not just your resume. |
Prize: Jobs Team: 418 Kind: Recruitment Metric: Mean Average Precision at K Year: 2012 |
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39. Online Product Sales
Predict the online sales of a consumer product based on a data set of product features. |
Prize: $22,500 Team: 363 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2012 |
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38. Psychopathy Prediction Based on Twitter Usage
Identify people who have a high degree of Psychopathy based on Twitter usage. |
Prize: $1,000 Team: 111 Kind: Research Metric: MCAP Year: 2012 |
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37. Personality Prediction Based on Twitter Stream
Identify the best performing model(s) to predict personality traits based on Twitter usage |
Prize: $500 Team: 89 Kind: Research Metric: MCAP Year: 2012 |
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36. Predicting a Biological Response
Predict a biological response of molecules from their chemical properties |
Prize: $20,000 Team: 699 Kind: Featured Metric: Log Loss Year: 2012 |
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35. KDD Cup 2012, Track 1
Predict which users (or information sources) one user might follow in Tencent Weibo. |
Prize: $8,000 Team: 657 Kind: Featured Metric: MAP@3 Year: 2012 |
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34. KDD Cup 2012, Track 2
Predict the click-through rate of ads given the query and user information. |
Prize: $8,000 Team: 163 Kind: Featured Metric: - Year: 2012 |
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33. The Hewlett Foundation; Automated Essay Scoring
Develop an automated scoring algorithm for student-written essays. |
Prize: $100,000 Team: 154 Kind: Featured Metric: WeightedMeanQuadraticWeightedKappa Year: 2012 |
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32. Benchmark Bond Trade Price Challenge
Develop models to accurately predict the trade price of a bond. |
Prize: $17,500 Team: 264 Kind: Featured Metric: Weighted Mean Absolute Error Year: 2012 |
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31. EMC Data Science Global Hackathon (Air Quality Prediction)
Build a local early warning systems to accurately predict dangerous levels of air pollutants on an hourly basis. |
Prize: $7,030 Team: 110 Kind: Featured Metric: Mean Absolute Error Year: 2012 |
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30. ICFHR 2012 - Arabic Writer Identification
Identify which writer wrote which documents. |
Prize: $1,000 Team: 42 Kind: Research Metric: Categorization Accuracy Year: 2012 |
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29. Eye Movements Verification and Identification Competition
Determine how people may be identified based on their eye movement characteristic. |
Prize: Kudos Team: 46 Kind: Research Metric: Multiclass Loss (Deprecated) Year: 2012 |
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28. CHALEARN Gesture Challenge
Develop a Gesture Recognizer for Microsoft Kinect (TM) |
Prize: $10,000 Team: 47 Kind: Featured Metric: Gesture Normalized Levenshtein Mean Year: 2012 |
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27. What Do You Know?
Improve the state of the art in student evaluation by predicting whether a student will answer the next test question correctly. |
Prize: $5,000 Team: 239 Kind: Featured Metric: Capped Binomial Deviance Year: 2012 |
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26. Getting Started
Create a forum for New Users |
Prize: $10,000 Team: 0 Kind: Featured Metric: Root Mean Squared Error Year: 2012 |
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25. Algorithmic Trading Challenge
Develop new models to accurately predict the market response to large trades. |
Prize: $10,000 Team: 111 Kind: Featured Metric: Root Mean Squared Error Year: 2012 |
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24. Dont Get Kicked!
Predict if a car purchased at auction is a lemon |
Prize: $10,000 Team: 570 Kind: Featured Metric: Gini Index Year: 2012 |
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23. Give Me Some Credit
Improve on the state of the art in credit scoring by predicting the probability that somebody will experience financial distress in the next two years. |
Prize: $5,000 Team: 924 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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22. Photo Quality Prediction
Given anonymized information on thousands of photo albums, predict whether a human evaluator would mark them as good. |
Prize: $5,000 Team: 200 Kind: Featured Metric: Capped Binomial Deviance Year: 2011 |
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21. Semi-Supervised Feature Learning
Theres been a lot of recent work done in unsupervised feature learning for classification and there are a ton of older methods that also work well. The purpose of this competition is to find out which of these methods work best on relatively large-scale high dimensional learning tasks. |
Prize: $500 Team: 26 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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20. Allstate Claim Prediction Challenge
A key part of insurance is charging each customer the appropriate price for the risk they represent. |
Prize: $10,000 Team: 102 Kind: Featured Metric: Normalized Gini Index Year: 2011 |
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19. dunnhumbys Shopper Challenge
Going grocery shopping, we all have to do it, some even enjoy it, but can you predict it? dunnhumby is looking to build a model to better predict when supermarket shoppers will next visit the store and how much they will spend. |
Prize: $10,000 Team: 277 Kind: Featured Metric: % Correct Visits Year: 2011 |
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18. Wikipedias Participation Challenge
This competition challenges data-mining experts to build a predictive model that predicts the number of edits an editor will make five months from the end date of the training dataset. |
Prize: $10,000 Team: 90 Kind: Featured Metric: Root Mean Squared Logarithmic Error Year: 2011 |
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17. Mapping Dark Matter
Measure the small distortion in galaxy images caused by dark matter |
Prize: $3,000 Team: 70 Kind: Featured Metric: Root Mean Squared Error Year: 2011 |
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16. Dont Overfit!
With nearly as many variables as training cases, what are the best techniques to avoid disaster? |
Prize: $500 Team: 259 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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15. Deloitte/FIDE Chess Rating Challenge
This contest, sponsored by professional services firm Deloitte, will find the most accurate system to predict chess outcomes, and FIDE will also bring a top finisher to Athens to present their system |
Prize: $10,000 Team: 181 Kind: Featured Metric: Capped Binomial Deviance Year: 2011 |
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14. ICDAR 2011 - Arabic Writer Identification
This competition require participants to develop an algorithm to identify who wrote which documents. The winner will be honored at a special session of the ICDAR 2011 conference. |
Prize: $1,000 Team: 30 Kind: Featured Metric: Mean Absolute Error Year: 2011 |
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13. Stay Alert! The Ford Challenge
Driving while not alert can be deadly. The objective is to design a classifier that will detect whether the driver is alert or not alert, employing data that are acquired while driving. |
Prize: $950 Team: 176 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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12. Predict Grant Applications
This task requires participants to predict the outcome of grant applications for the University of Melbourne. |
Prize: $5,000 Team: 204 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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11. RTA Freeway Travel Time Prediction
This competition requires participants to predict travel time on Sydneys M4 freeway from past travel time observations. |
Prize: $10,000 Team: 356 Kind: Featured Metric: Root Mean Squared Error Year: 2011 |
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10. R Package Recommendation Engine
The aim of this competition is to develop a recommendation engine for R libraries (or packages). (R is opensource statistics software.) |
Prize: $150 Team: 57 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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9. IJCNN Social Network Challenge
This competition requires participants to predict edges in an online social network. The winner will receive free registration and the opportunity to present their solution at IJCNN 2011. |
Prize: $950 Team: 117 Kind: Featured Metric: Area Under Receiver Operating Characteristic Curve Year: 2011 |
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8. Tourism Forecasting Part Two
第二部分要求参赛者预测 793 个与旅游相关的时间序列。本次比赛的获胜者将被邀请向《国际预测杂志》撰写讨论论文。 |
奖金：500美元 团队：42 种类：精选 指标：自定义评估指标 年份：2010 |
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7. 国际象棋等级分 - 与世界其他地区的 Elo 比较
本次比赛的目的是发现是否有其他方法可以比主要的 Elo 评分系统更准确地预测国际象棋比赛的结果。 |
奖金：617美元 团队：252 种类：精选 指标：均方根误差 年份：2010 |
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6. INFORMS 数据挖掘大赛 2010
本次比赛的目的是预测股票价格的短期走势。本次比赛的获胜者将获得在德克萨斯州奥斯汀举行的 INFORMS 年会（11 月 7 日至 10 日）的荣誉。 |
奖金：0 美元 团队：145 种类：精选 指标：受试者工作特征曲线下面积 年份：2010 |
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5. 旅游预测（第一部分）
第一部分要求参赛者预测 518 个与旅游相关的时间序列。本次比赛的获胜者将被邀请向《国际预测杂志》撰写讨论论文。 |
奖金：500美元 团队：55 种类：精选 指标：自定义评估指标 年份：2010 |
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4. 预测艾滋病毒进展
该竞赛要求参赛者在给定小型数据集和有限的临床信息的情况下预测艾滋病毒患者感染减轻的可能性。 |
奖金：500美元 团队：107 种类：精选 指标：平均后果误差 年份：2010 |
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3. 2010 年世界杯 - 挑战量化投资者
高盛和摩根大通的量化分析师已经模拟了 2010 年世界杯的可能结果。你能做得更好吗？ |
奖金：100美元 团队：0 种类：精选 指标：自定义评估指标 年份：2010 |
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2. 2010 年世界杯 - 信心挑战
信心挑战要求参赛者对他们的世界杯预测指定一定的信心水平。 |
奖金：100美元 团队：63 种类：精选 指标：自定义评估指标 年份：2010 |
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1. 预测欧洲电视网投票
本次比赛要求参赛者预测今年5月25日、27日和29日在挪威举行的欧洲歌唱大赛的投票结果。 |
奖金：1000美元 团队：22 种类：精选 度量：- 年份：2010 |
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