its.tune: massits machine learning functions

Description Usage Arguments Value Author(s)

Description

Proceeds a tunning of parameters for a given machine learning method

Usage

1
its.tune(f, ml_model = its.ml.model.svm_radial(), range, cross = 5)

Arguments

f

A massits features tibble to compose the formula expression.

ml_model

A valid machine learning method function

range

A named list to be expanded that is passed as arguments to method function

cross

Cross validation partitions to be test for each parameter combinations

Value

Tibble of parameters and accuracy

Author(s)

Rolf Simoes, rolf.simoes@inpe.br


rolfsimoes/massits documentation built on May 29, 2019, 8:48 a.m.