Table 3.

Provides the performances of the models generated using the biological features.

ADR event	Accuracy (%)	Precision	Recall	F-score	AUC
Arteritic anterior ischaemic optic neuropathy	71.58	0.99	0.72	0.83	0.36
Autonomic neuropathy	98.9	0.99	0.99	0.99	0.49
Nervous system disorder	59.56	0.6	0.86	0.7	0.55
Neuralgia	72.67	0.92	0.76	0.83	0.54
Neuritis	93.98	0.93	1	0.96	0.607
Neuritis retrobulbar	96.17	0.99	0.96	0.98	0.48
Neuroleptic malignant syndrome	57.37	0.97	0.56	0.71	0.63
Neurologic reaction	88.52	0.98	0.89	0.93	0.44
Neurological impairment	99.45	0.99	1	0.99	0.50
Neurological symptom	59.01	0.98	0.59	0.73	0.54
Neuromuscular block prolonged	92.89	0.99	0.93	0.96	0.46
Neuromyopathy	85.79	0.87	0.97	0.92	0.52
Neuropathy	69.39	0.88	0.74	0.80	0.559
Neuropathy peripheral	88.52	0.88	0.99	0.93	0.66
Neurosis	78.68	0.96	0.80	0.87	0.54
Neurotoxicity	79.23	0.95	0.82	0.88	0.41
Optic neuritis	80.87	0.94	0.84	0.89	0.42
Peripheral motor neuropathy	84.15	0.98	0.85	0.91	0.42
Peripheral sensorimotor neuropathy	97.81	0.99	0.98	0.98	0.49
Peripheral sensory neuropathy	73.77	0.97	0.74	0.84	0.57
Polyneuropathy	89.01	0.99	0.89	0.94	0.44
Post herpetic neuralgia	89.07	0.99	0.89	0.94	0.44