validation_metrics: Function to compute the Q2, CCC, Q2F1, Q2F2, Q2F3, and rm2...

Description Usage Arguments Value

View source: R/qsar_metrics.R

Description

This function computes the mean Q2, CCC, Q2F1, Q2F2, Q2F3, and rm2 values for a certain number of random split repetition

Usage

1
validation_metrics(y, X, train.prop = 0.9, nPerm = 100, lambda)

Arguments

y

is the reponse vector of the training set

X

is the matrix of the dataset with samples on the rows and features on the column

train.prop

is percentage of point to be used as training

nPerm

is the number of permutation to perform

lambda

is the shrinking parameter of the lasso model

Value

a vector of numeric values representing the mean Q2, CCC, Q2F1, Q2F2, Q2F3, and rm2


angy89/hyQSAR documentation built on Sept. 24, 2019, 7:31 a.m.