nntrf_doughnut: nntrf_doughnut: a benchmark of three doughnut datasets

In nntrf: Supervised Data Transformation by Means of Neural Network Hidden Layer

Description

This function compares KNN with data untransformed vs. data transformed with nntrf. In order to see what it does, check the code: nntrf::nntrf_doughnut

Usage

nntrf_doughnut(verbose = TRUE)

Arguments

verbose

(default TRUE) Print results to the console.

Value

list of:

• Accuracies of KNN on the Doughnut Dataset: with no nntrf, with nntrf and no sigmoid, and with nntrf and no sigmoid and 5 repetitions

• Accuracies of KNN on the DoughnutRand Dataset: with no nntrf, with nntrf and no sigmoid, and with nntrf and no sigmoid and 5 repetitions

• Accuracies of KNN on the DoughnutRandRotated Dataset: with no nntrf, with nntrf and no sigmoid, and with nntrf and no sigmoid and 5 repetitions

nntrf documentation built on Feb. 26, 2021, 5:08 p.m.