Localization and Detection of Multiple Attacks in Wireless Sensor Networks Using Artificial Neural Network

Table 7

Performances metrics of the proposed system with their technical and mathematical expressions.

Metrics	Technical description	Mathematical equations
Sensitivity	The positive prediction of the model
Specificity	The negative prediction of the model
Precision	Truly identified instances of samples
ROC	Classifier performances of the model
Recall	Equivalent to TP rate
F-measure	Combination of precision and recall
Accuracy	Classification prediction of the model
FP rate	Wrongly classified events
Energy	Energy consumption analysis
Lifetime	Over all alive nodes ()
MCC	Binary classification
ALE	Average localization error