train_DeepCC_model: Train DeepCC Model

In CityUHK-CompBio/DeepCC: DeepCC: a deep learning-based framework for cancer classification

Description

This function trains DeepCC Model on the training data.

Usage

train_DeepCC_model(
  trainData,
  trainLabels,
  epochs = 100,
  dropout = 0.4,
  activation_func = "selu",
  validation_split = 0.2
)

Arguments

trainData	a data.frame containing functional spectra of training data (each row presents one sample)
trainLabels	a character vector containing lables of training data
epochs	the number of epochs
dropout	dropout rate
activation_func	activation funtion

Value

a trained DeepCC model

Examples

train_DeepCC_model(tcga_fs, tcga_labels)

CityUHK-CompBio/DeepCC documentation built on Dec. 24, 2021, 7:48 a.m.