R で機械学習

Rで機械学習

教師あり学習†

サポートベクターマシン†

ブースティング†

• mboost
  • Model-based Boosting in R - A Hands-on Tutorial Using the R Package mboost

教師なし学習†

レコメンド†

• recommenderlab
  • How can R and Mahout be used together?

Deep Learning（深層学習）†

• Rで Deep Learning

書籍†

• Machine Learning for Hackers O'Reilly, 2012/02.
• （翻訳）入門機械学習 Ohmsha, 2012/12.
  • code
• [[The Elements of Statistical Learning:Data Mining, Inference, and Prediction. Second Edition:http://www-stat.stanford.edu/~tibs/ElemStatLearn/]] Springer, 2009/02.
• Machine Learning with R , 2013/10
• An Introduction to Statistical Learning: with Applications in R, 2014/08

関連サイト†

• 「きかいがくしゅう！」@Tsukuba.r　発表用スライド
• High-Dimensional Microarray Data Sets in R for Machine Learning

• Benchmarking Machine Learning Models Using Simulation

• Incomplete Data by Design: Bringing Machine Learning to Marketing Research

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