Table 7.

The results obtained during experiment 2 for various segment sizes and both networks. The chaos class is denoted as Positive and non-chaos as Negative.

Model	Segment	Accuracy	TP	FN	TN	FP
LSTM	50	0.982	5,485	167	6,942	58
	100	0.977	5,357	295	7,000	0
	200	0.981	5,419	233	7,000	0
CNN	50	0.980	5,650	2	6,744	256
	100	0.979	5,499	153	6,885	115
	200	0.980	5,397	255	7,000	0