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 |