create_emulators_from_database_experiments: Takes a list of database experiment ID's and creates...

In kalden/spartanDB: MySQL Database Utilities for Spartan Sensitivity Analysis Package

Description

Takes a list of database experiment ID's and creates emulators from that stored data

Usage

create_emulators_from_database_experiments(dblink, parameters, measures,
  emulator_list, percent_train = 75, percent_test = 15,
  percent_validation = 10, normalise_set = FALSE, experiment_id)

Arguments

dblink	A link to the database in which this table is being created
parameters	The parameters of the simulation that are being analysed
measures	The measures of the simulation that are being assessed
emulator_list	Vector of the types of emulation model to create. Accepted abbreviations are: SVM (Support-Vector Machine), GP (Gaussian Process Model), NNET (Neural Network), RF (Random Forest), GLM (General Linear Model)
percent_train	Percent of the dataset to use as training
percent_test	Percent of the dataset to use as testing
percent_validation	Percent of the dataset to use as validation
normalise_set	Whether data retrieved from the database should be normalised
experiment_id	List of experiment IDs in the database that form the test, training, and validation sets

kalden/spartanDB documentation built on May 15, 2019, 12:02 p.m.