runBatchDerivative: Result of the TAGI with derivative calculations

In mgoulet847/tagi: Tractable Approximate Gaussian Inference in Neural Networks

Description

This function returns the resulting derivatives from the neural network model using TAGI.

Usage

runBatchDerivative(NN, xtrain, ytrain, xtest, ytest)

Arguments

NN	Lists the structure of the neural network
xtrain	Training set of input variables
ytrain	Training set of responses
xtest	Testing set of input variables
ytest	Testing set of responses

Value

• Mean of predicted responses

• Variance of the predicted responses

• Mean of first derivative of predicted responses

• Mean of second derivative of predicted responses

mgoulet847/tagi documentation built on Dec. 21, 2021, 5:10 p.m.