Table 11 Comparative results for process modeling of human activities on dataset2

From: CAPHAR: context-aware personalized human activity recognition using associative learning in smart environments

Metric	S1	S2
	RF
Trace fitness	0.73	0.69
Generalization	0.69	0.67
	HMM
Trace Fitness	0.64	0.61
Generalization	0.62	0.59
	ECOC (AB)
Trace fitness	0.87	0.86
Generalization	0.87	0.82
	LSTM
Trace fitness	0.79	0.76
Generalization	0.80	0.75
	AL
Trace fitness	0.91	1.00
Generalization	0.90	0.94

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