metrics.cc File Reference
#include "metrics.h"
Include dependency graph for metrics.cc:
Go to the source code of this file.
Namespaces | |
| FT | |
| main Feat namespace | |
| FT::Eval | |
| namespace containing various Evaluation classes used in Feat | |
Functions | |
| VectorXf | FT::Eval::squared_difference (const VectorXf &y, const VectorXf &yhat) |
| VectorXf | FT::Eval::squared_difference (const VectorXf &y, shared_ptr< CLabels > &labels, const vector< float > &weights) |
| VectorXf | FT::Eval::d_squared_difference (const VectorXf &y, const VectorXf &yhat) |
| VectorXf | FT::Eval::d_squared_difference (const VectorXf &y, shared_ptr< CLabels > &labels, const vector< float > &weights) |
| float | FT::Eval::mse (const VectorXf &y, const VectorXf &yhat, VectorXf &loss, const vector< float > &weights) |
| mean squared error More... | |
| float | FT::Eval::mse_label (const VectorXf &y, const shared_ptr< CLabels > &labels, VectorXf &loss, const vector< float > &weights) |
| VectorXf | FT::Eval::log_loss (const VectorXf &y, const VectorXf &yhat, const vector< float > &class_weights) |
| VectorXf | FT::Eval::log_loss (const VectorXf &y, shared_ptr< CLabels > &labels, const vector< float > &class_weights) |
| float | FT::Eval::mean_log_loss (const VectorXf &y, const VectorXf &yhat, VectorXf &loss, const vector< float > &class_weights) |
| log loss More... | |
| float | FT::Eval::log_loss_label (const VectorXf &y, const shared_ptr< CLabels > &labels, VectorXf &loss, const vector< float > &class_weights) |
| log loss More... | |
| VectorXf | FT::Eval::d_log_loss (const VectorXf &y, const VectorXf &yhat, const vector< float > &class_weights) |
| VectorXf | FT::Eval::d_log_loss (const VectorXf &y, shared_ptr< CLabels > &labels, const vector< float > &class_weights) |
| VectorXf | FT::Eval::multi_log_loss (const VectorXf &y, const ArrayXXf &confidences, const vector< float > &class_weights) |
| multinomial log loss More... | |
| float | FT::Eval::mean_multi_log_loss (const VectorXf &y, const ArrayXXf &confidences, VectorXf &loss, const vector< float > &class_weights) |
| float | FT::Eval::multi_log_loss_label (const VectorXf &y, const shared_ptr< CLabels > &labels, VectorXf &loss, const vector< float > &class_weights) |
| multinomial log loss More... | |
| VectorXf | FT::Eval::multi_log_loss (const VectorXf &y, shared_ptr< CLabels > &labels, const vector< float > &class_weights) |
| VectorXf | FT::Eval::d_multi_log_loss (const VectorXf &y, shared_ptr< CLabels > &labels, const vector< float > &class_weights) |
| derivative of multinomial log loss More... | |
| float | FT::Eval::bal_zero_one_loss (const VectorXf &y, const VectorXf &yhat, VectorXf &loss, const vector< float > &class_weights) |
| 1 - balanced accuracy More... | |
| float | FT::Eval::bal_zero_one_loss_label (const VectorXf &y, const shared_ptr< CLabels > &labels, VectorXf &loss, const vector< float > &class_weights) |
| float | FT::Eval::zero_one_loss (const VectorXf &y, const VectorXf &yhat, VectorXf &loss, const vector< float > &class_weights) |
| float | FT::Eval::zero_one_loss_label (const VectorXf &y, const shared_ptr< CLabels > &labels, VectorXf &loss, const vector< float > &class_weights) |
| 1 - accuracy More... | |
| float | FT::Eval::false_positive_loss (const VectorXf &y, const VectorXf &yhat, VectorXf &loss, const vector< float > &class_weights) |
| float | FT::Eval::false_positive_loss_label (const VectorXf &y, const shared_ptr< CLabels > &labels, VectorXf &loss, const vector< float > &class_weights) |
| false positive rate More... | |
