Man pages for scorer
Quickly Score Models in Data Science and Machine Learning
| absolute_error | Calculate absolute error regression loss. |
| absolute_percent_error | Calculate absolute percent error regression loss. |
| ae | Calculate absolute error between actual and forecast. |
| ape | Calculate absolute percent error between actual and forecast. |
| e | Calculate error between actual and forecast. |
| explained_variance_score | Calculate explained variance regression score function. |
| log_error | Calculate log error regression loss. |
| mape | Calculate mean absolute percent error between actual and... |
| mean_absolute_error | Calculate mean absolute error regression loss. |
| mean_absolute_percent_error | Calculate mean absolute percent error regression loss. |
| mean_absolute_scaled_error | Calculate mean absolute scaled error regression loss. |
| mean_error | Calculate mean error regression loss. |
| mean_percent_error | Calculate mean percent error regression loss. |
| mean_squared_error | Calculate mean squared error regression loss. |
| mean_squared_log_error | Calculate mean squared log error regression loss. |
| median_absolute_error | Calculate median absolute error regression loss. |
| median_absolute_percent_error | Calculate median absolute percent error regression loss. |
| median_percent_error | Calculate median percent error regression loss. |
| median_squared_error | Calculate median squared error regression loss. |
| median_squared_log_error | Calculate median squared log error regression loss. |
| pe | Calculate percent error between actual and forecast. |
| percent_error | Calculate percent error regression loss. |
| r2_score | Calculate R^2 (coefficient of determination) regression score... |
| rmse | Calculate root mean squared error. |
| scorer | scorer: Quickly Score Models in Data Science and Machine... |
| squared_error | Calculate squared error regression loss. |
| squared_log_error | Calculate squared log_error regression loss. |
| symmetric_mean_absolute_percent_error | Calculate symmetric mean absolute percent error regression... |
| symmetric_median_absolute_percent_error | Calculate symmetric median absolute percent error regression... |
| total_variance_score | Calculate total variance regression score function. |
| unexplained_variance_score | Calculate unexplained variance regression score function. |
