regenerate_emulators_from_db_data: Takes a previous emulator generation experiment stored in the...

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

Description

Takes a previous emulator generation experiment stored in the database and regenerates the emulators. Ensures emulators can be regenerated from the same data

Usage

regenerate_emulators_from_db_data(dblink, parameters, measures,
  emulator_list, normalise_set = FALSE, experiment_id = NULL,
  experiment_description = NULL, experiment_date = NULL)

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)
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
experiment_description	If not searching for previous result by ID, can use experiment description and date instead
experiment_date	If not searching for previous result by ID, can use experiment description and date instead

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