evaluateOutliers {outqrf}R Documentation

Evaluate Outliers

Description

This function evaluates the performance of the outlier detection algorithm.

Usage

evaluateOutliers(original_data, anomaly_data, anomaly_result)

Arguments

original_data

A data frame containing the original data.

anomaly_data

A data frame containing the anomaly data.

anomaly_result

A data frame containing the predicted anomalies.

Value

A data frame containing the evaluation metrics.

Examples

anomaly_data <- generateOutliers(iris, p = 0.05, sd_factor = 5, seed = 123)
qrf<- outqrf(anomaly_data)
evaluateOutliers(iris,anomaly_data,qrf$outliers)

[Package outqrf version 1.0.0 Index]