fn_crossvalidation.hpp File Reference

Go to the source code of this file.

Functions
double	cross_validation (const mat &samples, const icolvec &labels, const imat &codmat, const Threshold &thres, const u32 n_folds, const u32 n_classes, const u32 criterion_option, const u32 classifier_option, const int coding_strategy, const int decoding_strategy, const u32 n_matrices, const u32 n_desired_classifers, const double validation, const int init_coding_strategy, const int ecocone_mode, const u32 max_iter, const double epsilon, const double wvalidation, const bool verbose, double &mean_rows, double &mean_cols, double &elapsed_time, ofstream &output)
double	ecocpak::cvonesvsone (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const bool verbose, double &elapsed_time, ofstream &output)
double	ecocpak::cvonesvsall (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const bool verbose, double &elapsed_time, ofstream &output)
double	ecocpak::cvdecoc (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const u32 criterion_option, const bool verbose, double &elapsed_time, ofstream &output)
double	cvsubdecoc (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const u32 criterion_option, const Threshold &thres, const bool verbose, double &mr, double &mc, double &elapsed_time, ofstream &output)
double	ecocpak::cvsparserand (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const u32 n_matrices, const u32 n_desired_classifers, const bool verbose, double &elapsed_time, ofstream &output)
double	ecocpak::cvdenserand (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const u32 n_matrices, const u32 n_desired_classifers, const bool verbose, double &elapsed_time, ofstream &output)
double	ecocpak::cvecocone (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const double validation, const int init_coding_strategy, const int ecocone_mode, const u32 max_iter, const double epsilon, const double wvalidation, const bool verbose, double &elapsed_time, ofstream &output)
double	ecocpak::cvforest (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const u32 n_trees, const bool verbose, double &elapsed_time, ofstream &output)
double	ecocpak::cvcustom (const mat &samples, const icolvec &labels, const u32 n_folds, const u32 n_classes, const u32 classifier_option, const int decoding_strategy, const imat &codmat, const bool verbose, double &elapsed_time, ofstream &output)