AC | Ji and Gallo's Agreement Coefficient (AC) |
accuracy | Accuracy |
agf | Adjusted F-score |
AUC_roc | Area Under the ROC Curve |
B0_sma | Intercept of standardized major axis regression (SMA). |
B1_sma | Slope of standardized major axis regression (SMA). |
balacc | Balanced Accuracy |
barley | Barley grain number |
bland_altman_plot | Bland-Altman plot |
bmi | Bookmaker Informedness |
CCC | Concordance correlation coefficient (CCC) |
chickpea | Chickpea dry mass |
confusion_matrix | Confusion Matrix |
csi | Critical Success Index | Jaccard's Index |
d | Willmott's Index of Agreement (d) |
d1 | Modified Index of Agreement (d1). |
d1r | Refined Index of Agreement (d1). |
dcorr | Distance Correlation |
deltap | deltaP or Markedness |
density_plot | Density plot of predicted and observed values |
E1 | Absolute Model Efficiency (E1) |
Erel | Relative Model Efficiency (Erel) |
error_rate | Error rate |
fmi | Fowlkes-Mallows Index |
fscore | F-score |
gmean | Geometric Mean |
import_apsim_db | Import SQLite databases generated by APSIM NextGen |
import_apsim_out | import_apsim_out |
iqRMSE | Inter-Quartile Root Mean Squared Error |
KGE | Kling-Gupta Model Efficiency (KGE). |
khat | K-hat (Cohen's Kappa Coefficient) |
lambda | Duveiller's Agreement Coefficient |
land_cover | Binary Land Cover Data |
LCS | Lack of Correlation (LCS) |
likelihood_ratios | Likelihood Ratios (Classification) |
MAE | Mean Absolute Error (MAE) |
maize_phenology | Multi Class Phenology |
MAPE | Mean Absolute Percentage Error (MAPE) |
MASE | Mean Absolute Scaled Error (MASE) |
MBE | Mean Bias Error (MBE) |
mcc | Matthews Correlation Coefficient | Phi Coefficient |
metrica-package | metrica: Prediction Performance Metrics |
metrics_summary | Prediction Performance Summary |
MIC | Maximal Information Coefficient |
MLA | Mean Lack of Accuracy (MLA) |
MLP | Mean Lack of Precision (MLP) |
MSE | Mean Squared Error (MSE) |
npv | Negative Predictive Value |
NSE | Nash-Sutcliffe Model Efficiency (NSE) |
p4 | P4-metric |
PAB | Percentage Additive Bias (PAB) |
PBE | Percentage Bias Error (PBE). |
PLA | Percentage Lack of Accuracy (PLA) |
PLP | Percentage Lack of Precision (PLP) |
PPB | Percentage Proportional Bias (PPB) |
precision | Precision | Positive Predictive Value |
prevalence | Prevalence |
r | Sample Correlation Coefficient (r) |
R2 | Coefficient of determination (R2). |
RAC | Robinson's Agreement Coefficient (RAC). |
RAE | Relative Absolute Error (RAE) |
recall | Recall | Sensitivity | True Positive Rate | Hit rate |
RMAE | Relative Mean Absolute Error (RMAE) |
RMLA | Root Mean Lack of Accuracy (RMLA) |
RMLP | Root Mean Lack of Precision (RMLP) |
RMSE | Root Mean Squared Error (RMSE) |
RRMSE | Relative Root Mean Squared Error (RMSE) |
RSE | Relative Squared Error (RSE) |
RSR | Root Mean Standard Deviation Ratio (RSR) |
RSS | Residual Sum of Squares (RSS) |
SB | Squared bias (SB) |
scatter_plot | Scatter plot of predicted and observed values |
SDSD | Squared difference between standard deviations (SDSD) |
SMAPE | Symmetric Mean Absolute Percentage Error (SMAPE). |
sorghum | Sorghum grain number |
specificity | Specificity | Selectivity | True Negative Rate |
tiles_plot | Tiles plot of predicted and observed values |
TSS | Total Sum of Squares (TSS) |
Ub | Mean Bias Error Proportion (Ub) |
Uc | Lack of Consistency (Uc) |
Ue | Lack of Consistency (Ue) |
uSD | Uncorrected Standard Deviation |
var_u | Uncorrected Variance (var_u) |
wheat | Wheat grain nitrogen |
Xa | Accuracy Component (Xa) of CCC |
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