Multiclass Event Classification from Text

Table 16

Performance measuring parameters for the NB Multinominal model.

Class	Precision	Recall	F1-score	Support
1	0.94	0.91	0.93	5683
2	0.82	0.34	0.48	956
3	0.66	0.47	0.55	2121
4	0.91	0.20	0.32	919
5	0.56	0.95	0.70	10013
6	0.70	0.22	0.34	2387
7	0.98	0.95	0.97	959
8	0.94	0.75	0.83	2188
9	0.75	0.40	0.52	3031
10	0.96	0.78	0.86	998
11	0.96	0.32	0.48	863
12	0.84	0.25	0.39	1071
Accuracy			0.70	31189
Macro avg	0.84	0.54	0.61	31189
Weighted avg	0.76	0.70	0. 67	31189