Table 4.

Results obtained for CNN from random initialization on the whole DDI corpus

Classes	TP	FP	FN	Total	P	R	F1
Advice	131	43	90	221	75.29%	59.28%	66.33%
Effect	239	220	121	360	52.07%	66.39%	58.36%
Int	27	3	69	96	90%	28.12%	42.86%
Mechanism	176	84	122	298	67.69%	59.06%	63.08%
Overall	573	350	402	975	62.08%	58.77%	60.38%