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Data Mining Competition Getting Started


Data Castle

微额借款用户人品预测大赛 url

Analytics Vidhya

AV Loan Prediction url

仅作为练习的小问题, 借贷预测,二分类问题
总11个特征(Gender,Married,Dependents,Education,Self_Employed,ApplicantIncome,CoapplicantIncome,LoanAmount,Loan_Amount_Term,Credit_History,Property_Area) ,Loan_ID是用户ID,Loan_Status是需要预测的,特征包含数值类型和分类类型

DrivenData

DD-Predict-Blood-Donations url | Data Set Description

Kaggle

Digit Recognizer url

Titanic: Machine Learning from Disaster url

二分类问题,给出0/1即可,评价指标为accuracy。

Homesite Quote Conversion url

San Francisco Crime Classification url

Bike Sharing Demand url | Data Set Description

这是一个回归问题,给出一个城市的自行车租借系统的历史租借数据,要求预测自行车租借数量。

Bag of Words Meets Bags of Popcorn url

这是一个文本情感二分类问题。评价指标为AUC。

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