crda.demo: A demo (example) on classification of a real genomic dataset

Description Usage Details Value Author(s) See Also Examples

View source: R/crda.demo.R

Description

The function crda.demo performs classification using compressive regularized discriminant analysis (CRDA) approach for one split of a real genomic dataset, Khan'2001.

Usage

1
crda.demo(prior = "uniform")

Details

crda.demo

Value

An object res of class crda.demo with the following attributes:

funCall

The call to the crda.demo function.

TER

Test error rate (TER) in terms of percentage of misclassifications.

FSR

Feature selection rate (FSR) in terms of percentage of features used.

CT

Computational time (CT) in seconds.

Author(s)

Muhammad Naveed Tabassum and Esa Ollila, 2019.

See Also

crda, crda.auxfuns

Examples

1
2
crda.demo()
crda.demo(prior = 'estimated')

mntabassm/compressiveRDA documentation built on Oct. 15, 2019, 6:41 p.m.