1Intent report:
2 label precision recall f1 support
3 의도없음 (label_id: 0) 83.33 100.00 90.91 5
4 조명전원켜짐 (label_id: 1) 100.00 100.00 100.00 10
5 조명전원꺼짐 (label_id: 2) 100.00 100.00 100.00 10
6 조명밝게설정 (label_id: 3) 76.92 100.00 86.96 10
7 조명어둡게설정 (label_id: 4) 100.00 100.00 100.00 10
8 조명색상설정 (label_id: 5) 83.33 100.00 90.91 10
9 조명밝기조절 (label_id: 6) 100.00 100.00 100.00 10
10 조명색상모드설정 (label_id: 7) 100.00 100.00 100.00 10
11 조명차갑게설정 (label_id: 8) 90.00 100.00 94.74 9
12 조명따뜻하게설정 (label_id: 9) 100.00 90.91 95.24 11
13 모드실행 (label_id: 10) 100.00 100.00 100.00 10
14 상태조회 (label_id: 11) 100.00 80.00 88.89 10
15 조명전체켜짐 (label_id: 12) 100.00 100.00 100.00 10
16 조명전체꺼짐 (label_id: 13) 100.00 100.00 100.00 10
17 조명켜짐예약등록 (label_id: 14) 100.00 100.00 100.00 10
18 조명꺼짐예약등록 (label_id: 15) 90.91 100.00 95.24 10
19 조명예약취소 (label_id: 16) 100.00 90.00 94.74 10
20 별칭등록 (label_id: 17) 100.00 60.00 75.00 10
21 -------------------
22 micro avg 95.43 95.43 95.43 175
23 macro avg 95.81 95.61 95.15 175
24 weighted avg 96.22 95.43 95.27 175
25Slot report:
26 label precision recall f1 support
27 O (label_id: 0) 95.16 89.29 92.13 308
28 mode (label_id: 1) 90.91 100.00 95.24 10
29 time (label_id: 2) 95.74 100.00 97.83 45
30 home (label_id: 3) 91.85 96.12 93.94 129
31 device (label_id: 4) 84.62 92.26 88.27 155
32 nickname (label_id: 5) 100.00 42.86 60.00 7
33 percent (label_id: 6) 100.00 100.00 100.00 10
34 color_red (label_id: 7) 80.00 100.00 88.89 4
35 color_yellow (label_id: 8) 100.00 100.00 100.00 3
36 color_blue (label_id: 9) 100.00 100.00 100.00 2
37 color_mode (label_id: 10) 100.00 90.00 94.74 10
38 -------------------
39 micro avg 91.95 91.95 91.95 683
40 macro avg 94.39 91.87 91.91 683
41 weighted avg 92.25 91.95 91.88 683