BNsample {EPX}

AID348 sample (training) data with Burden Numbers for testing the EPX package

Description

AID348 sample (training) dataset with 24 burden numbers as explanatory variables. Demonstrates in a timely manner epx, the phalanx-formation algorithm in EPX and associated functions summary.epx, predict.epx , plot.epx, cv.epx, hit.curve.

Usage

BNsample

Format

A dataframe with 1000 rows and 25 variables:

WBN

Burden numbers descriptor set with 24 variables.

y

The response variable where 1 denotes active and 0 inactive.

References

Tomal, J. H., Welch, W. J., & Zamar, R. H. (2015). Ensembling classification models based on phalanxes of variables with applications in drug discovery. The Annals of Applied Statistics, 9(1), 69-93. doi: 10.1214/14-AOAS778