Multiclass Event Classification from Text

Table 12

Performance measuring parameters for the RNN model.

Class	Precision	Recall	F1-score	Support
1	0.95	0.95	0.95	4604
2	0.78	0.77	0.78	776
3	0.70	0.72	0.71	1697
4	0.78	0.64	0.70	770
5	0.78	0.84	0.81	8424
6	0.67	0.57	0.62	2000
7	1.00	1.00	1.00	817
8	0.91	0.87	0.89	1839
9	0.70	0.63	0.66	2524
10	0.93	0.98	0.95	856
11	0.86	0.94	0.90	741
12	0.76	0.67	0.71	943
Accuracy			0.81	25991
Macro avg	0.82	0.80	0.81	25991
Weighted avg	0.81	0.81	0.81	25991