reconstruct: Reconstruct data using trained ANN object of type autoencoder

In ANN2: Artificial Neural Networks for Anomaly Detection

Description

reconstruct takes new data as input and reconstructs the observations using a trained replicator or autoencoder object.

Usage

reconstruct(object, X)

Arguments

object	Object of class ANN created with autoencoder()
X	data matrix to reconstruct

Details

A genereric function for training neural nets

Value

Reconstructed observations and anomaly scores (reconstruction errors)

ANN2 documentation built on Dec. 1, 2020, 5:08 p.m.