kerasBuildCompile: evalKerasGeneric model building and compile

In SPOTMisc: Misc Extensions for the 'SPOT' Package

evalKerasGeneric model building and compile

Description

Hyperparameter Tuning: Keras Generic Classification Function.

Usage

kerasBuildCompile(FLAGS, kerasConf, specList)

Arguments

FLAGS	flags. list of hyperparameter values. If NULL, a simple keras model will be build, which is considered default (see getSimpleKerasModel).
kerasConf	List of additional parameters passed to keras as described in getKerasConf. Default: kerasConf = getKerasConf().
specList	prepared data. See genericDataPrep. See getGenericTrainValTestData.

Details

Trains a simple deep NN on a generic data set. Standard Code from https://tensorflow.rstudio.com/ Modified by T. Bartz-Beielstein ([e-mail])

Value

list with function values (training, validation, and test loss/accuracy, and keras model information)

See Also

getKerasConf

funKerasGeneric

fit

SPOTMisc documentation built on Sept. 5, 2022, 5:06 p.m.