Man pages for ppsr
Predictive Power Score
| available_algorithms | Lists all algorithms currently supported |
| available_evaluation_metrics | Lists all evaluation metrics currently supported |
| normalize_score | Normalizes the original score compared to a naive baseline... |
| ppsr | ppsr: An R implementation of the Predictive Power Score (PPS) |
| score | Calculate predictive power score for x on y |
| score_correlations | Calculate correlation coefficients for whole dataframe |
| score_df | Calculate predictive power scores for whole dataframe... |
| score_matrix | Calculate predictive power score matrix Iterates through the... |
| score_model | Calculates out-of-sample model performance of a statistical... |
| score_naive | Calculate out-of-sample model performance of naive baseline... |
| score_predictors | Calculate predictive power scores for y Calculates the... |
| visualize_both | Visualize the PPS & correlation matrices |
| visualize_correlations | Visualize the correlation matrix |
| visualize_pps | Visualize the Predictive Power scores of the entire... |
