BertSRC: transformer-based semantic relation classification

Table 10 Per-class performance

Class	Precision	Recall	F1-score	Support
Directed Link	0.949	0.851	0.898	175
Negative Cause	0.902	0.888	0.895	156
Negative Decrease	0.909	0.918	0.914	74
Negative Increase	0.837	0.891	0.863	48
Positive Cause	0.907	0.895	0.901	206
Positive Decrease	0.714	0.741	0.727	26
Positive Increase	0.759	0.732	0.746	47
Undirected Link	0.840	0.906	0.872	275
			0.852	1007

Support: Number of instances in the test data represents 20% of the full data set, which is proportional to each class

ISSN: 1472-6947