evaluate_model {spect}R Documentation

Generates evaluation metrics, include time-dependent TPR and FPR rates as well as AUC

Description

Generates evaluation metrics, include time-dependent TPR and FPR rates as well as AUC

Usage

evaluate_model(train_result, prediction_times, plot_roc = TRUE)

Arguments

train_result

return data object from spect_train

prediction_times

a vecotr of times to use for generating TPR and FPR data

plot_roc

optional indicator to display the time-dependent ROC curves. The TPR and FPR data will be returned regardless of the value of this parameter.

Value

Evaluation metrics. Also plots the number of requested samples

Author(s)

Stephen Abrams, stephen.abrams@louisville.edu


[Package spect version 1.0 Index]