Table 5.

Comparison of machine learning algorithms.

Model	Data Source
	S1	S2	S3	S4	S5	S3–S5 Systems
DT	58.97	50.82	84.55	88.89	100.0	81.29
KNN	69.23	63.93	92.73	94.44	100.0	92.52
RF	61.54	70.49	94.09	92.59	100.0	91.84
NN	76.92	59.02	94.09	94.44	95.24	96.26
LSTM	64.1	52.46	81.82	66.67	100.0	86.73
CNN	43.59	47.54	71.82	85.19	66.67	65.99
Transformer	46.15	29.51	92.27	90.74	100.0	92.18