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

Table 10

Performance of CNN model.

Oversampling	Log loss	Accuracy	Precision	Recall	F1-score	Training time (s)
None	0.000094	99.9973%	95.1360%	97.0783%	96.0500%	419
SMOTE-NC	0.000118	99.9984%	99.9952%	94.9975%	97.1392%	490