[Retracted] Detection of Types of Mental Illness through the Social Network Using Ensembled Deep Learning Model

Table 1

Comparison table of the deep learning models.

Channel	Class	CNN				Ensemble deep learning model
		Accuracy (%)	Precision	Recall	F1 score	Accuracy	Precision	Recall	F1 score
Anxiety	Anxiety	77.81	87.54	41.44	56.25	80.13	89.63	50.14	64.30
	Nonanxiety		75.92	96.91	85.14		77.16	98.13	86.39
Bipolar	Bipolar	90.20	87.22	38.02	52.95	92.14	89.13	45.42	60.17
	Nonbipolar		90.40	99.05	94.53		92.56	99.43	95.99
Dementia	Dementia	75.13	89.1	71.75	79.49	80.45	90.46	76.17	82.7
	Nondementia		58.66	82.04	68.41		64.23	86.04	73.55
Psychotic	Psychotic					78.85	83.45	61.23	70.63
	Nonpsychotic						76.73	70.94	73.75