Research Article

[Retracted] Large-Scale Textual Datasets and Deep Learning for the Prediction of Depressed Symptoms

Table 6

The accuracy of predictions made by various approaches for all people.

S.N.ApproachesMean accuracy (%)

1.One-hot logistic regression83.98
2.Support vector machine84.87
3.Artificial neural network83.56
4.TF-IDF decision trees82.25
5.K-nearest neighbour80.58
6.Decision tree84.25
7.Ensemble model87.69
8.Usr2Vec87.02
9.MIL-SocNet88.68
10.TF-IDF deel model88.26
11.Proposed method92.02