Quick Reference Table
=====================

*****************************************************
Metrics, Abbreviations, and Functions Quick Reference
*****************************************************

This table contains a list of the metrics names, abbreviations, and the name of the functions that
are associated with them. It is a good reference when creating tables or plots to be able to see
what metrics are available for use and their abbreviation name.

+----------------------------------------------+---------------+---------------+
| Full Metric Name                             | Abbreviation  | Function Name |
+==============================================+===============+===============+
| Anomaly Correlation Coefficient              | ACC           | acc           |
+----------------------------------------------+---------------+---------------+
| Coefficient of Determination                 | r2            | r_squared     |
+----------------------------------------------+---------------+---------------+
| Eclidean Distance                            | ED            | ed            |
+----------------------------------------------+---------------+---------------+
| Geometric Mean Difference                    | GMD           | g_mean_diff   |
+----------------------------------------------+---------------+---------------+
| Index of Agreement (d)                       | d             | d             |
+----------------------------------------------+---------------+---------------+
| Index of Agreement (d1)                      | d1            | d1            |
+----------------------------------------------+---------------+---------------+
| Index of Agreement Refined (dr)              | dr            | dr            |
+----------------------------------------------+---------------+---------------+
| Inertial Root Mean Square Error              | IRMSE         | irmse         |
+----------------------------------------------+---------------+---------------+
| Kling-Gupta Efficiency (2009)                | KGE (2009)    | kge_2009      |
+----------------------------------------------+---------------+---------------+
| Kling-Gupta Efficiency (2012)                | KGE (2012)    | kge_2012      |
+----------------------------------------------+---------------+---------------+
| Legate-McCabe Efficiency Index               | E1’           | lm_index      |
+----------------------------------------------+---------------+---------------+
| Legate-McCabe Index of Agreement             | D1’           | d1_p          |
+----------------------------------------------+---------------+---------------+
| Mean Absolute Error                          | MAE           | mae           |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H1 Error                       | H1 (MAHE)     | h1_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H10 Error                      | H10 (MAHE)    | h10_mahe      |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H2 Error                       | H2 (MAHE)     | h2_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H3 Error                       | H3 (MAHE)     | h3_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H4 Error                       | H4 (MAHE)     | h4_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H5 Error                       | H5 (MAHE)     | h5_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H6 Error                       | H6 (MAHE)     | h6_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H7 Error                       | H7 (MAHE)     | h7_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute H8 Error                       | H8 (MAHE)     | h8_mahe       |
+----------------------------------------------+---------------+---------------+
| Mean Absolute Log Error                      | MALE          | male          |
+----------------------------------------------+---------------+---------------+
| Mean Absolute Percentage Deviation           | MAPD          | mapd          |
+----------------------------------------------+---------------+---------------+
| Mean Absolute Percentage Error               | MAPE          | mape          |
+----------------------------------------------+---------------+---------------+
| Mean Absolute Scaled Error                   | MASE          | mase          |
+----------------------------------------------+---------------+---------------+
| Mean Arctangent Absolute Percentage Error    | MAAPE         | maape         |
+----------------------------------------------+---------------+---------------+
| Mean Error                                   | ME            | me            |
+----------------------------------------------+---------------+---------------+
| Mean H1 Error                                | H1 (MHE)      | h1_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H10 Error                               | H10 (MHE)     | h10_mhe       |
+----------------------------------------------+---------------+---------------+
| Mean H2 Error                                | H2 (MHE)      | h2_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H3 Error                                | H3 (MHE)      | h3_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H4 Error                                | H4 (MHE)      | h4_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H5 Error                                | H5 (MHE)      | h5_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H6 Error                                | H6 (MHE)      | h6_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H7 Error                                | H7 (MHE)      | h7_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean H8 Error                                | H8 (MHE)      | h8_mhe        |
+----------------------------------------------+---------------+---------------+
| Mean Log Error                               | MLE           | mle           |
+----------------------------------------------+---------------+---------------+
| Mean Squared Error                           | MSE           | mse           |
+----------------------------------------------+---------------+---------------+
| Mean Squared Log Error                       | MSLE          | msle          |
+----------------------------------------------+---------------+---------------+
| Mean Variance                                | MV            | mean_var      |
+----------------------------------------------+---------------+---------------+
| Median Absolute Error                        | MdAE          | mdae          |
+----------------------------------------------+---------------+---------------+
| Median Error                                 | MdE           | mde           |
+----------------------------------------------+---------------+---------------+
| Median Squared Error                         | MdSE          | mdse          |
+----------------------------------------------+---------------+---------------+
| Mielke-Berry R                               | (MB) R        | mb_r          |
+----------------------------------------------+---------------+---------------+
| Modified Index of Agreement                  | d (Mod.)      | dmod          |
+----------------------------------------------+---------------+---------------+
| Modified Nash-Sutcliffe Efficiency           | NSE (Mod.)    | nse_mod       |
+----------------------------------------------+---------------+---------------+
| Nash-Sutcliffe Efficiency                    | NSE           | nse           |
+----------------------------------------------+---------------+---------------+
| Normalized Eclidean Distance                 | NED           | ned           |
+----------------------------------------------+---------------+---------------+
| Normalized Root Mean Square Error - IQR      | NRMSE (IQR)   | nrmse_iqr     |
+----------------------------------------------+---------------+---------------+
| Normalized Root Mean Square Error - Mean     | NRMSE (Mean)  | nrmse_mean    |
+----------------------------------------------+---------------+---------------+
| Normalized Root Mean Square Error - Range    | NRMSE (Range) | nrmse_range   |
+----------------------------------------------+---------------+---------------+
| Pearson Correlation Coefficient              | R (Pearson)   | pearson_r     |
+----------------------------------------------+---------------+---------------+
| Relative Index of Agreement                  | d (Rel.)      | drel          |
+----------------------------------------------+---------------+---------------+
| Relative Nash-Sutcliffe Efficiency           | NSE (Rel.)    | nse_rel       |
+----------------------------------------------+---------------+---------------+
| Root Mean Square Error                       | RMSE          | rmse          |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H1 Error                    | H1 (RMSHE)    | h1_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H10 Error                   | H10 (RMSHE)   | h10_rmshe     |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H2 Error                    | H2 (RMSHE)    | h2_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H3 Error                    | H3 (RMSHE)    | h3_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H4 Error                    | H4 (RMSHE)    | h4_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H5 Error                    | H5 (RMSHE)    | h5_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H6 Error                    | H6 (RMSHE)    | h6_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H7 Error                    | H7 (RMSHE)    | h7_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Square H8 Error                    | H8 (RMSHE)    | h8_rmshe      |
+----------------------------------------------+---------------+---------------+
| Root Mean Squared Log Error                  | RMSLE         | rmsle         |
+----------------------------------------------+---------------+---------------+
| Spearman Rank Correlation Coefficient        | R (Spearman)  | spearman_r    |
+----------------------------------------------+---------------+---------------+
| Spectral Angle                               | SA            | sa            |
+----------------------------------------------+---------------+---------------+
| Spectral Correlation                         | SC            | sc            |
+----------------------------------------------+---------------+---------------+
| Spectral Gradient Angle                      | SGA           | sga           |
+----------------------------------------------+---------------+---------------+
| Spectral Information Divergence              | SID           | sid           |
+----------------------------------------------+---------------+---------------+
| Symmetric Mean Absolute Percentage Error (1) | SMAPE1        | smape1        |
+----------------------------------------------+---------------+---------------+
| Symmetric Mean Absolute Percentage Error (2) | SMAPE2        | smape2        |
+----------------------------------------------+---------------+---------------+
| Volumetric Efficiency                        | VE            | ve            |
+----------------------------------------------+---------------+---------------+
| Watterson’s M                                | M             | watt_m        |
+----------------------------------------------+---------------+---------------+