openGPMP
Open Source Mathematics Package
gpmp::ml::LogReg Member List

This is the complete list of members for gpmp::ml::LogReg, including all inherited members.

accuracy(const std::vector< std::vector< double >> &X_test, const std::vector< int > &y_test)gpmp::ml::LogReg
classify(const std::vector< std::vector< double >> &X)gpmp::ml::LogReg
cost_function(const std::vector< std::vector< double >> &X, const std::vector< int > &y)gpmp::ml::LogReg
feature_scaling(std::vector< std::vector< double >> &X)gpmp::ml::LogReg
lambdagpmp::ml::LogReg
learning_rategpmp::ml::LogReg
LogReg(double l_rate=001, int num_iters=1000, double lda=001)gpmp::ml::LogReg
num_iterationsgpmp::ml::LogReg
predict(const std::vector< std::vector< double >> &X_test)gpmp::ml::LogReg
sigmoid(double z)gpmp::ml::LogReg
train(const std::vector< std::vector< double >> &X_train, const std::vector< int > &y_train)gpmp::ml::LogReg
weightsgpmp::ml::LogReg
~LogReg()gpmp::ml::LogReg