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]