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A library for machine learning algorithm written with Scala current implemented algorithm: ----------------------------- classifier: Bayes Model: BayesNet NaiveBayes Boost Model: AdboostM1/M2 GBDT LogitBoost lazy model: KNN Logistic Model: LR softmax Neural Network Model: BP RBF Perceptron Model: Kernel Pocket Linear Voted SVM Model: SMO Tree Model: C4.5 CART DesisionStump ID3 RandomForest ---------------------------- cluster: GMM simpleKMean ---------------------------- recommander system: SVD Slopone ---------------------------- marker problem: HMM ---------------------------- regression: boost model: boosting tree tree model: CART ---------------------------- Matrix decomposition: qr(Householder/Givens Rotation) lu/lup SVD LDA ---------------------------- other : Discretization -----
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