NeuralNetworkModel: Artificial neural network model

In MBMethPred: Medulloblastoma Subgroups Prediction

Artificial neural network model

Description

A function to train an artificial neural network model to classify medulloblastoma subgroups using DNA methylation beta values (Illumina Infinium HumanMethylation450). Prediction is followed by training if new data is provided.

Arguments

Epochs	The number of epochs.
NewData	A methylation beta values input from the ReadMethylFile function.
InstallTensorFlow	Logical. Running this function for the first time, you need to install TensorFlow library (V 2.10-cpu). Default is TRUE.

Value

A list

Examples

## Not run: 
set.seed(1234)
ann <- NeuralNetworkModel(Epochs = 100,
                          NewData = NULL,
                          InstallTensorFlow = TRUE)

## End(Not run)

MBMethPred documentation built on Sept. 18, 2023, 5:13 p.m.