机器学习总结篇一:机器学习总结目录前言.................................................................................................................................2 NaiveBayes.......................................................................................................................2 LinearRegression&LogisticRegression................................................................................3 Bias-variancetrade-off&Regularization...............................................................................5 SVM.................................................................................................................................8 Optimization...................................................................................................................13 EM.................................................................................................................................15 MixturesofGaussians...............................................................................................16 ME.................................................................................................................................17 HMM.............................................................................................................................18 MEMM...........................................................................................................................21 CRF................................................................................................................................22 DecisionTree...................................................................................................................23 ID3..........................................................................................................................24 ........................................................................................................................24 CART.......................................................
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