bootstrap_resampling: Bootsrap Resampling

In AlbertoAlmuinha/knnClassifier: K-Nearest Neighbor Algorithm for Classification

Description

Bootsrap Resampling for knn Classifier algorithm

Usage

bootstrap_resampling(data, target, times = 10, algorithm = "knn",
  metric = "Accuracy", ...)

Arguments

data	Dataframe that will be used
target	Integer with the column number of the target variable
times	Number of times to create resamples
algorithm	Only "knn" available
metric	Metric that will be evaluated. Possible values: "Accuracy", "Sensitivity" or "Specificity"

Value

Returns the mean values for the metric selected

Author(s)

Alberto Almui?a

Examples

data<-boostrap_resampling(data = iris, target = 5, times = 10, metric = "Sensitivity")

AlbertoAlmuinha/knnClassifier documentation built on Oct. 30, 2019, 4:48 a.m.