lightautoml.tasks

Task Class

Task	Specify task (binary classification, multiclass classification, regression), metrics, losses.

Common Metrics

Classes

F1Factory	Wrapper for f1_score function.
BestClassBinaryWrapper	Metric wrapper to get best class prediction instead of probs.
BestClassMulticlassWrapper	Metric wrapper to get best class prediction instead of probs for multiclass.

Functions

mean_quantile_error	Computes Mean Quantile Error.
mean_huber_error	Computes Mean Huber Error.
mean_fair_error	Computes Mean Fair Error.
mean_absolute_percentage_error	Computes Mean Absolute Percentage error.
roc_auc_ovr	ROC-AUC One-Versus-Rest.
rmsle	Root mean squared log error.
auc_mu	Compute multi-class metric AUC-Mu.