model: AI/ML models

In ai: Build, Predict and Analyse Artificial Intelligence Models

AI/ML models

Description

The model function generates AI/ML models

Usage

model(data, type = "lm", config = NULL, verbose = FALSE)

Arguments

data	data object with data to be modeled, read more prodata
type	model type, lm (Fitting Linear Models) by default; available are lm, rlm, ctree, knn, knn1
config	additional parameters for model, read more config
verbose	if true the messages are displayed in console, false by default

Value

model list contains model, predicted, and expected values for all generated models

Examples

model_data <- data.frame(a = c(1,2,3,4,5,6),
                         b = c(1,2,3,4,5,6),
                         s = c(1,2,3,4,5,6))

config <- config(formula = "a ~ b + s")

model_data <- prodata(model_data, status_colname = "s")

model(model_data, config)

ai documentation built on Oct. 2, 2024, 5:07 p.m.