model.perf: Displaying the Optimal Model Performance

In HybridFS: A Hybrid Filter-Wrapper Feature Selection Method

Description

Displays the performance metrics of the optimal model generated via the HybridFS function

Usage

model.perf(FS)

Arguments

FS	FS is the final list returned from HybridFS function.It contains a data frame of the selected features with the relative rank and the optimal model performance.

Details

Displays the performance metrics of the optimal model returned from the HybridFS function such as F1 Score, Accuracy, Precision and Recall.Performance metrics of the Validation dataset is also displayed to understand model stability

Examples

FS=HybridFS(input.df=validation,target.var.name="Survived")
model.perf(FS)

HybridFS documentation built on June 11, 2019, 5:02 p.m.