Description Usage Arguments Value Examples
View source: R/detectionQuality.R
Wrapper function for caret::confusionMatrix. qualityStatistics calculates statistics for judging the quality of the eventDetection based on the fitted edModel and a reference dataset
1 | qualityStatistics(edObject, reference)
|
edObject |
The eventdetection object you obtain by running 'detectEvents' |
reference |
true/false vector, reference vector based on labeled data: which datapoints are real events. |
list, Confusion Matrix and Statistics
1 2 3 4 5 | train <- geccoIC2018Train[15000:17000,]
edObject <- detectEvents(train[,-c(1,11)],windowSize = 1000,
nIterationsRefit = 500,verbosityLevel = 2,
postProcessorControl = list(nStandardDeviationseventThreshold = 3))
qualityStatistics(edObject, train$EVENT)
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