RunTests: Run Tests

In PauloCirino/MLAT: Machine Learning Automated Software

Description

Runs the tests given the methods and datasets

Usage

RunTests(cmpTestsFuncsList = cmpTestsFuncsList, task = task,
  dataSetNames = dataSetNames, metrics = NA, nTestsPerParam = 10,
  splitPerc = 0.7, verbose = TRUE)

Arguments

cmpTestsFuncsList	is a list of
task	A character string with 'MultClass' or 'BinClas'
dataSetNames	A character string vector with valid dataset names, for options check
metrics	character string vector with all testing metrics or NA for all available metrics
nTestsPerParam	FOOO
splitPerc	TODO
verbose	TRUE/FALSE value for printing partial test

Value

TODO

Examples

cmpTestsFuncsList <- GetAllMultClassAlgo()
task <- 'MultClass'
dataSetNames <- c('Iris', 'PimaIndiansDiabetes')
myResult <- RunTests(cmpTestsFuncsList = GetAllMultClassAlgo(),
                     task = 'MultClass',
                     dataSetNames = c('Iris', 'PimaIndiansDiabetes'))

cmpTestsFuncsList <- GetAllRegressionAlgo()
task <- 'Regression'
dataSetNames <- GetDataSetsNames(task = task)
myResult <- RunTests(cmpTestsFuncsList = cmpTestsFuncsList,
                    task = task,
                    dataSetNames = dataSetNames)

PauloCirino/MLAT documentation built on May 13, 2019, 1:22 p.m.