performance_reports.md · Glasgow-AI4BioMed/synthetic

Label	Precision	Recall	F1-score	Support
affects_efficacy_of	0.874	0.658	0.751	3282
binds_to	0.888	0.757	0.817	967
biomarker_for	0.760	0.918	0.831	1081
causes	0.913	0.842	0.876	10861
co_expressed_with	0.921	0.843	0.880	605
downregulates	0.888	0.905	0.896	744
inhibits	0.903	0.691	0.783	4565
interacts_with	0.883	0.785	0.831	3495
none	0.976	0.988	0.982	217028
plays_causal_role_in	0.739	0.833	0.783	926
precursor_of	0.926	0.763	0.836	379
prevents	0.842	0.835	0.838	423
regulates	0.784	0.837	0.809	454
subtype_of	0.697	0.839	0.761	939
treats	0.871	0.919	0.895	2592
upregulates	0.845	0.900	0.871	1077
macro avg	0.857	0.832	0.840	249418
weighted avg	0.964	0.964	0.963	249418

Label	Precision	Recall	F1-score	Support
affects_efficacy_of	0.466	0.252	0.327	994
binds_to	0.568	0.303	0.395	317
biomarker_for	0.476	0.626	0.541	441
causes	0.659	0.542	0.595	3513
co_expressed_with	0.574	0.251	0.350	370
downregulates	0.658	0.571	0.612	371
inhibits	0.502	0.319	0.390	1127
interacts_with	0.550	0.366	0.440	1385
none	0.931	0.960	0.946	70920
plays_causal_role_in	0.391	0.411	0.401	253
precursor_of	0.541	0.384	0.449	172
prevents	0.645	0.562	0.601	178
regulates	0.474	0.522	0.497	178
subtype_of	0.352	0.454	0.397	271
treats	0.650	0.657	0.654	866
upregulates	0.585	0.539	0.561	395
macro avg	0.564	0.483	0.510	81751
weighted avg	0.884	0.894	0.887	81751

Label	Precision	Recall	F1-score	Support
affects_efficacy_of	0.473	0.296	0.364	1127
binds_to	0.541	0.266	0.357	492
biomarker_for	0.455	0.621	0.525	314
causes	0.667	0.571	0.615	3400
co_expressed_with	0.440	0.473	0.456	131
downregulates	0.472	0.481	0.477	106
inhibits	0.460	0.251	0.324	1429
interacts_with	0.469	0.310	0.373	1588
none	0.936	0.961	0.948	76442
plays_causal_role_in	0.343	0.426	0.380	202
precursor_of	0.462	0.212	0.291	113
prevents	0.602	0.504	0.548	135
regulates	0.504	0.509	0.506	116
subtype_of	0.382	0.521	0.441	286
treats	0.630	0.702	0.664	1000
upregulates	0.564	0.549	0.557	224
macro avg	0.525	0.478	0.489	87105
weighted avg	0.889	0.898	0.892	87105

Glasgow-AI4BioMed
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synthetic_relex