syntheticdata: List of 4 dataframes to test the functions with different...

In NeuralSens: Sensitivity Analysis of Neural Networks

List of 4 dataframes to test the functions with different variables types

Description

List of 4 dataframes to test the functions with different variables types (numeric and character output and inputs)

Format

list of 4 data.frames with 4 columns for 3 inputs and one output:

RegOutNumInp

data.frame

• X1 Input 1 of the subset 1 (numeric)

• X2 Input 2 of the subset 1 (numeric)

• X3 Input 3 of the subset 1 (numeric)

• Y Output of the subset 1 (numeric)

ClsOutNumInp

data.frame

• X1 Input 1 of the subset 2 (numeric)

• X2 Input 2 of the subset 2 (numeric)

• X3 Input 3 of the subset 2 (numeric)

• Y Output of the subset 2 (character)

ClsOutClsInp

data.frame

• X1 Input 1 of the subset 3 (character)

• X2 Input 2 of the subset 3 (numeric)

• X3 Input 3 of the subset 3 (numeric)

• Y Output of the subset 3 (character)

ClsOutClsInp

data.frame

• X1 Input 1 of the subset 4 (numeric)

• X2 Input 2 of the subset 4 (character)

• X3 Input 3 of the subset 4 (numeric)

• Y Output of the subset 4 (numeric)

Author(s)

Jose Portela Gonzalez

References

Pizarroso J, Portela J, Muñoz A (2022). NeuralSens: Sensitivity Analysis of Neural Networks. Journal of Statistical Software, 102(7), 1-36.

NeuralSens documentation built on July 9, 2023, 6:18 p.m.