Table 5 Precision, recall, F1-score, and accuracy in the class-wise level.

From: Fault-class coverage–aligned combined training for AFDD of AHUs across multiple buildings

Building	Method	Class	TP	FP	FN	TN	Precision	Recall	F1 score	Accuracy
Auditorium	TabTransformer	Normal	11,783	230	261	10,401	98.09	97.83	97.96	97.83
		RATSF	339	0	8	22,328	100	97.69	98.83	99.96
		SATSF	79	0	2	22,594	100	97.53	98.75	99.99
		SFF	1278	261	27	21,109	83.04	97.93	89.87	98.73
		VPF	60	0	2	22,613	100	96.77	98.36	99.99
		CPF	3775	0	83	18,817	100	97.85	98.91	99.63
		HPF	4870	0	108	17,697	100	97.83	98.9	99.52
		Average					97.3	97.63	97.37	99.38
		Overall								97.83
	TabNet	Normal	11,806	212	238	10,419	98.24	98.02	98.13	98.02
		RATSF	340	0	7	22,328	100	97.98	98.98	99.97
		SATSF	79	1	2	22,593	98.75	97.53	98.14	99.99
		SFF	1278	226	27	21,144	84.97	97.93	90.99	98.88
		VPF	60	0	2	22,613	100	96.77	98.36	99.99
		CPF	3782	10	76	18,807	99.74	98.03	98.88	99.62
		HPF	4880	1	98	17,696	99.98	98.03	99	99.56
		Average					97.38	97.76	97.5	99.43
		Overall								98.02
Hospital	TabTransformer	Normal	9900	21	852	2435	99.79	92.08	95.78	93.39
		RATSF	1627	14	140	11,427	99.15	92.08	95.48	98.83
		SATSF	0	714	0	12,494	0	0	0	94.59
		SFF	354	30	30	12,794	92.19	92.19	92.19	99.55
		VPF	280	89	25	12,814	75.88	91.8	83.09	99.14
		CPF	0	98	0	13,110	0	0	0	99.26
		HPF	0	81	0	13,127	0	0	0	99.39
		Average					91.75	92.04	91.64	97.73
		Overall								92.07
	TabNet	Normal	9972	23	780	2433	99.77	92.75	96.13	93.92
		RATSF	1639	13	128	11,428	99.21	92.76	95.88	98.93
		SATSF	0	683	0	12,525	0	0	0	94.83
		SFF	356	28	28	12,796	92.71	92.71	92.71	99.58
		VPF	282	78	23	12,825	78.33	92.46	84.81	99.24
		CPF	0	65	0	13,143	0	0	0	99.51
		HPF	0	69	0	13,139	0	0	0	99.48
		Average					92.5	92.67	92.38	97.92
		Overall								92.74
Office	TabTransformer	Normal	21,807	21	2007	11,182	99.9	91.57	95.56	94.21
		RATSF	1282	4	118	33,613	99.69	91.57	95.46	99.65
		SATSF	188	86	18	34,725	68.61	91.26	78.33	99.7
		SFF	8788	87	809	25,333	99.02	91.57	95.15	97.44
		VPF	0	2274	0	32,743	0	0	0	93.51
		CPF	0	245	0	34,772	0	0	0	99.3
		HPF	0	235	0	34,782	0	0	0	99.33
		Average					91.8	91.49	91.12	97.75
		Overall								91.57
	TabNet	Normal	22,054	10	1760	11,193	99.95	92.61	96.14	94.95
		RATSF	1297	2	103	33,615	99.85	92.64	96.11	99.7
		SATSF	190	69	16	34,742	73.36	92.23	81.72	99.76
		SFF	8888	61	709	25,359	99.32	92.61	95.85	97.8
		VPF	0	2017	0	33,000	0	0	0	94.24
		CPF	0	225	0	34,792	0	0	0	99.36
		HPF	0	204	0	34,813	0	0	0	99.42
		Average					93.12	92.52	92.46	98.05
		Overall								92.61

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Table 5 Precision, recall, F1-score, and accuracy in the class-wise level.

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