CRAN
NeuralSens 0.0.3
Sensitivity Analysis of Neural Networks
Released Jun 8, 2019 by Jaime Pizarroso Gonzalo
This package cannot yet be used with Renjin it depends on other packages which are not available: NeuralNetTools 1.5.2, fastDummies 1.4.0, and caret 6.0-84
Dependencies
NeuralNetTools 1.5.2 fastDummies 1.4.0 caret 6.0-84 ggplot2 3.2.0 gridExtra 2.3 stringr 1.4.0 reshape2 1.4.3
Analysis functions to quantify inputs importance in neural network models. Functions are available for calculating and plotting the inputs importance and obtaining the activation function of each neuron layer and its derivatives. The importance of a given input is defined as the distribution of the derivatives of the output with respect to that input in each training data point.