Table 7.

Provides the performances of the models generated using the Biological + Phenotypic features.

ADR event	Accuracy (%)	Precision	Recall	F-score	AUC
Arteritic anterior ischaemic optic neuropathy	99.45	0.99	1	0.99	0.50
Autonomic neuropathy	98.9	0.99	0.99	0.99	0.49
Nervous system disorder	84.69	0.89	0.82	0.86	0.85
Neuralgia	86.33	0.96	0.88	0.92	0.74
Neuritis	86.33	0.93	0.91	0.92	0.59
Neuritis retrobulbar	99.45	0.99	1	0.99	0.50
Neuroleptic malignant syndrome	94.53	0.97	0.97	0.97	0.75
Neurologic reaction	99.45	0.99	1	0.99	0.5
Neurological impairment	99.45	0.99	1	0.99	0.50
Neurological symptom	92.34	0.97	0.94	0.96	0.47
Neuromuscular block prolonged	98.9	0.99	1	0.99	0.49
Neuromyopathy	99.45	0.99	1	0.99	0.50
Neuropathy	75.4	0.91	0.78	0.84	0.66
Neuropathy peripheral	80.32	0.91	0.84	0.87	0.72
Neurosis	92.89	0.97	0.95	0.96	0.62
Neurotoxicity	88.52	0.97	0.9	0.93	0.66
Optic neuritis	90.16	0.96	0.93	0.94	0.59
Peripheral motor neuropathy	96.17	0.99	0.96	0.98	0.73
Peripheral sensorimotor neuropathy	91.8	0.98	0.92	0.95	0.76
Peripheral sensory neuropathy	99.45	0.99	1	0.99	0.5
Polyneuropathy	91.8	0.98	0.93	0.95	0.59
Post herpetic neuralgia	99.45	1	0.99	0.99	0.5