eval_stats: Calculate regression evaluation metrics

In mrfoliveira/STResampling-DSAA2019: Biased Resampling Strategies for Imbalanced Spatio-Temporal Forecasting

Description

Calculate regression metrics for imbalanced domains.

Usage

eval_stats(trues, preds, y_train, cf = 1.5, thr = 0.9, beta = 1)

Arguments

trues	a vector of true values
preds	a vector of predicted values
y_train	a vector of training values
cf	phi.control coef
thr	relevance threshold
beta	beta in F-measure

Value

a named vector of metrics RMSE, relevance-aware RMSE, and utility-based precision, recall and F-measure

Author(s)

Nuno Moniz

mrfoliveira/STResampling-DSAA2019 documentation built on April 9, 2021, 5:39 a.m.