[Retracted] Psychological Analysis for Depression Detection from Social Networking Sites

Table 1

Literature survey.

Author	Dataset	Model	Result
Nguyen et al. [18]	Clinical group and control group	Lasso	Accuracy 93
Pennebaker et al. [6]	Facebook	Knn	Accuracy 65
Gaikar et al. [19]	Bipolar disorder and depression illness	SVM	Accuracy 85%
Hanai et al. [10]	Audio and text based	LSTM	F1: 0.44 and precision: 0.59%
Lang and Cao [20]	Twitter	Naive Bayes	Accuracy 86%
Trotzek et al. [12]	Reddit message	CNN	Accuracy 87%
Lang and Cao [20]	Speech data	Deep CNN	RMSE: 9.0001 and MAE: 7.4211
Islam et al. [8]	Facebook comments	KNN	Accuracy 73%
Li et al. [9]	Weibo microblogs	Logistic regression	Accuracy: 77% and precision: 77%
Li et al. [21]	Shandong mental health center	Kinetic captured skeleton	Accuracy 96.47%
Asare Kennedy et al. [16]	Smart phone dataset	SVM	Accuracy 96.44–98.14%
Tadalagi and Joshi [17]	Facial expression	SVM	Accuracy 72.8%