classification_df: classification_df

In admedeiros/nira: Near infrared data Analysis

Description

funcao para desenvolver modelos de classificacao

Usage

classification_df(df)

Arguments

df	data frame com a ultima coluna com a classe correspondente
splitting	proporcao da divisao do banco de dados para o treinamento e teste
algorithm	algoritmo para criacao de modelos default plsda
method_cv	The resampling method: "boot", "boot632", "optimism_boot", "boot_all", "cv", "repeatedcv", "LOOCV", "LGOCV"
number_cv	Either the number of folds or number of resampling iterations
tL	tuneLength
metrics	1 para metricas por classe e 2 para metricas medias
save	Salvar modelo
varimp	importancia das variaveis
plsplot	Plotar PLS
repeat_cv	For repeated k-fold cross-validation only: the number of complete sets of folds to compute

Examples

data(nir_seed)
dados<-classification_df(nir_seed)

admedeiros/nira documentation built on Oct. 13, 2020, 8:35 p.m.