Table 5.

Provides the performances of the models generated using the 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	98.90	0.99	0.99	0.99	0.47
Nervous system disorder	87.43	0.92	0.84	0.88	0.87
Neuralgia	84.15	0.96	0.85	0.90	0.76
Neuritis	94.04	0.95	0.95	0.94	0.94
Neuritis retrobulbar	97.81	0.97	1	0.98	0.50
Neuroleptic malignant syndrome	90.71	0.96	0.93	0.95	0.66
Neurologic reaction	98.36	0.99	0.98	0.99	0.74
Neurological impairment	99.45	0.99	1	0.99	0.50
Neurological symptom	95.30	0.95	0.95	0.95	0.95
Neuromuscular block prolonged	98.90	0.99	0.99	0.99	0.49
Neuromyopathy	99.45	0.99	1	0.99	0.50
Neuropathy	74.31	0.92	0.76	0.83	0.67
Neuropathy peripheral	78.14	0.91	0.81	0.86	0.70
Neurosis	89.61	0.97	0.91	0.94	0.67
Neurotoxicity	85.24	0.98	0.86	0.91	0.71
Optic neuritis	83.06	0.93	0.88	0.9	0.54
Peripheral motor neuropathy	96.17	0.99	0.96	0.98	0.73
Peripheral sensorimotor neuropathy	99.45	0.99	1	0.99	0.50
Peripheral sensory neuropathy	90.71	0.98	0.91	0.95	0.75
Polyneuropathy	92.34	0.97	0.94	0.96	0.47
Post herpetic neuralgia	100	1	1	1	1