Table 1.

Classification report containing precision, recall and F1 score for DNN and baselines on test data. 0–3 correspond to the four classes “non-responsive”, “antagonist”, “agonist”, and ”mixed-response”. Avg = weighted average for each metric according to number of samples for each class. MCC = Matthew’s correlation coefficient.

	DNN			RF			SVM
	P	R	F1	P	R	F1	P	R	F1
0	1.0	0.86	0.92	0.83	0.71	0.77	1.0	0.57	0.73
1	0.9	0.88	0.89	0.93	0.87	0.90	0.70	0.72	0.71
2	0.5	0.25	0.33	0	0	0	0	0	0
3	0.56	0.71	0.62	0.5	0.71	0.59	0.32	0.43	0.35
Avg	0.80	0.79	0.79	0.75	0.75	0.75	0.62	0.61	0.6
MCC	0.654			0.601			0.336