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2014.3.26 PAKDD 2014 - ASUS Malfunctional Components Prediction (Score: 3.23244, Top 25%) [link]
- linear regression ( R )
- weighted linear regression (R )
- Autoregressive integrated moving average ( R )
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2014.3.14 Loan Default Prediction - Imperial College London (Score: 0.50270, Top 10%) [link]
- PCA + logistic regression ( R )
- ad hoc approach ( R )
- Random forest ( R )
- Random forest + poisson regression ( R )
- Random forest + lasso regularized poisson regression ( R )
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2014.2.08 Titanic: Machine Learning from Disaster (Score: 0.79904) [link]
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2014.1.16 Digit Recognizer (Score: 0.96800) [link]
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2014.1.6 ヒトインフルエンザウイルスの株予測 (11位/26) [link]
