KPI_table: KPI table

In ASML: Algorithm Portfolio Selection with Machine Learning

KPI table

Description

Generates a table with the values of the KPI.

Function that generates a table with the values of the KPI.

Usage

KPI_table(data_object, ...)

## S3 method for class 'as_data'
KPI_table(data_object, predictions = NULL, test = TRUE, ...)

Arguments

data_object	an object of class as_data.
...	other parameters.
predictions	a data frame with the predicted KPI for each algorithm (columns) and for each instance (rows). If NULL, the table won't include a ML column.
test	flag that indicates whether the function should use test data or training data.

Value

A table, result of the respective KPI_table method.

A table with the statistics of the pace.

Examples

data(branchingsmall)
data_object <- partition_and_normalize(branchingsmall$x, branchingsmall$y, test_size = 0.3,
family_column = 1, split_by_family = TRUE)
training <- AStrain(data_object, method = "glm")
predictions <- ASpredict(training, newdata = data_object$x.test)
KPI_table(data_object, predictions = predictions)

ASML documentation built on April 3, 2025, 8:47 p.m.