Research Article
2.5D Facial Personality Prediction Based on Deep Learning
Table 4
Personality prediction algorithms used in different studies.
| Literature | Publication year | Algorithm |
| [12, 13] | 2011 | Parzen window, decision tree, naive Bayesian, kNN, and random forest | [10, 11] | 2018 | Deep learning network | [23] | 2014 | Deep confidence network based on the backpropagation algorithm | [24] | 2018 | Support vector machine (SVM) | [13] | 2010 | SVM (RankSVM) | [14] | 2010 | Logistic regression, kNN, SVM, and CNN | [20] | 2016 | SVM | [14, 33] | 2018 | SVM and CNN | [16] | 2020 | Computer vision neural network (NNCV) | [29] | 2018 | Parzen window | [30] | 2018 | Decision tree | [31] | 2001 | k-nearest neighbour and naïve Bayes | [32] | 2001 | Random forest | [21] | 2016 | Deep bimodal regression (DBR) | [22] | 2016 | DCC, UCAS, and BU-NKU |
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