Performance

► Performance

★ Word-Level Binary Classifier

	Precision	Recall	F1-Score	Support
(C)ertain	1.00	1.00	1.00	263908
(U)ncertain	0.91	0.83	0.87	3609
avg / total	1.00	1.00	1.00	267517

★ Sentence-Level Binary Classifier

	Precision	Recall	F1-Score	Support
(C)ertain	0.97	0.98	0.98	8627
(U)ncertain	0.92	0.89	0.90	2211
avg / total	0.96	0.96	0.96	10838

★ Word-Level Multiclass Classifier

	Precision	Recall	F1-Score	Support
(C)ertain	1.00	1.00	1.00	263901
(D)oxastic	0.65	0.68	0.66	229
(E)pistemic	0.70	0.72	0.71	1045
(I)nvestigation	0.72	0.77	0.74	220
conditio(N)	0.49	0.33	0.39	126
(U)ncertain	0.84	0.65	0.73	1996
avg / total	0.99	0.99	0.99	267517

★ Sentence-Level Multiclass Classifier

	Precision	Recall	F1-Score	Support
(C)ertain	0.97	0.98	0.97	8627
(D)oxastic	0.65	0.54	0.59	179
(E)pistemic	0.72	0.82	0.76	775
(I)nvestigation	0.71	0.71	0.71	156
conditio(N)	0.58	0.50	0.54	66
(U)ncertain	0.75	0.64	0.69	1035
avg / total	0.92	0.92	0.92	10838