Intrusion Detection System for Internet of Things Based on Temporal Convolution Neural Network and Efficient Feature Engineering

Table 8

Performance of TCNN model.

Oversampling	Log loss	Accuracy	Precision	Recall	F1-score	Training time (s)
None	0.000072	99.9986%	99.9974%	97.4975%	98.6641%	424
SMOTE-NC	0.000101	99.9978%	97.1379%	94.9972%	95.9961%	447