Commit 55f0163b authored by Janis Jatnieks's avatar Janis Jatnieks
Browse files

Delete Experiment_controller_simple_example_general.R

parent 7645024b
# Surrogate experiments controller
# Author: Janis Jatnieks, janis.jatnieks@gfz-potsdam.de, +49(0)157 3245 1188
# This calls all the other dependencies
source("Surrogate_playground.R")
# run the model fitting, validation and selection work-flow with given methods
# if no modelss are specified as first agrument, then all will be tried, this could take a while!
Main(c()
,preprocessing_ind = c(17,18,19,20,21,22,23,24) # most useful caret preporcessors
,input_data = "train/IN.csv"
,output_data = "train/OUT.csv"
,seed = 105
# use of parallelization for training, validation and preprocessing steps
,preproc_para = T, train_para = T, run_para = T
# mase is a nice error measrue - not subject to div/0 and comparable across different columns
,selection_criteria = "MASE"
# run caret tuning routines, if tuning grid enabled
,tuner = T
# use this much for training
,training_samples = 0.7
)
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