R/buildEncoder.r

# Copyright 2018 Observational Health Data Sciences and Informatics
#
# This file is part of RadiologyFeatureExtraction
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

#' Build autoencoder
#' @param x             An object
#' @param encoderSettings
#' @param imageProcessingSettings
#' @param outputFolder
#' 
#' @export
buildEncoder <- function (trainData,
                          valData,
                          encoderSettings,
                          imageProcessingSettings,
                          outputFolder){
    fun <- encoderSettings$model
    args <- list(encoderParam = encoderSettings$param,
                 imageProcessingSettings = imageProcessingSettings)
    encoderModel <- do.call(fun,args)
    return (encoderModel)
}
ABMI/RadiologyFeatureExtraction documentation built on May 25, 2019, 3:59 a.m.