Exploiting Contextual Word Embedding of Authorship and Title of Articles for Discovering Citation Intent Classification

Table 8

Comparison of precision, recall, and F1 score of various classifiers using the SciCite dataset.

Classifier	Background			Method			Result
	Precision	Recall	F1	Precision	Recall	F1	Precision	Recall	F1
LR	0.73	0.77	0.75	0.69	0.83	0.75	0.87	0.66	0.75
ANN	0.69	0.74	0.72	0.61	0.70	0.65	0.84	0.66	0.74
KNN	0.74	0.78	0.76	0.71	0.76	0.74	0.86	0.76	0.81
L-SVM	0.77	0.81	0.78	0.72	0.79	0.75	0.86	0.74	0.80
SGD	0.71	0.69	0.70	0.66	0.71	0.68	0.79	0.74	0.76
MNB	0.65	0.67	0.66	0.60	0.70	0.64	0.76	0.60	0.67