CNN: Convolutional Neural Network (CNN) with two hidden layers

In TraceAssist: Nonparametric Trace Regression via Sign Series Representation

Description

Implement a CNN with two hidden layers and ReLU activation.

Usage

CNN(X,y,X_new,plot.figure = FALSE)

Arguments

X	A list of matrix-valued predictors.
y	Binary response variable.
X_new	A list of new matrices in the test data.
plot.figure	Option for plotting trajectory of accuracy over epochs.

Value

The returned object is a list of components.

prob - The predicted probabilities for the test data.

class - The estimated binary response for the test data.

history - The trajectory of classification accuracy over epochs.

acc - The classification accuracy on test data.

TraceAssist documentation built on May 10, 2021, 9:07 a.m.