LogisticRegression Member List

This is the complete list of members for LogisticRegression, including all inherited members.

class_LogisticRegressionprivate
DoStep(const Matrix< BaseFloat > &xs, Matrix< BaseFloat > *xw, const std::vector< int32 > &ys, OptimizeLbfgs< BaseFloat > *lbfgs, BaseFloat normalizer)LogisticRegressionprivate
GetLogPosteriors(const Matrix< BaseFloat > &xs, Matrix< BaseFloat > *log_posteriors)LogisticRegression
GetLogPosteriors(const Vector< BaseFloat > &x, Vector< BaseFloat > *log_posteriors)LogisticRegression
GetObjfAndGrad(const Matrix< BaseFloat > &xs, const std::vector< int32 > &ys, const Matrix< BaseFloat > &xw, Matrix< BaseFloat > *grad, BaseFloat normalizer)LogisticRegressionprivate
MixUp(const std::vector< int32 > &ys, const int32 &num_classes, const LogisticRegressionConfig &conf)LogisticRegressionprivate
Read(std::istream &is, bool binary)LogisticRegression
ScalePriors(const Vector< BaseFloat > &prior_scales)LogisticRegression
SetWeights(const Matrix< BaseFloat > &weights, const std::vector< int32 > classes)LogisticRegressionprivate
Train(const Matrix< BaseFloat > &xs, const std::vector< int32 > &ys, const LogisticRegressionConfig &conf)LogisticRegression
TrainParameters(const Matrix< BaseFloat > &xs, const std::vector< int32 > &ys, const LogisticRegressionConfig &conf, Matrix< BaseFloat > *xw)LogisticRegressionprivate
UnitTestPosteriors()LogisticRegressionprotected
UnitTestTrain()LogisticRegressionprotected
weights_LogisticRegressionprivate
Write(std::ostream &os, bool binary) constLogisticRegression