Table 3.
Personality prediction results (in terms of average accuracy of five fold cross-validation) on five dimensions of Big-Five personality.
Dimension | LR (%) | SVM (%) | GBDT (%) |
---|---|---|---|
Neuroticism | 82.5 | 95.0 | 97.5 |
Extraversion | 82.5 | 100 | 100 |
Openness | 82.5 | 100 | 100 |
Agreeableness | 90.0 | 100 | 100 |
Conscientiousness | 82.5 | 100 | 100 |
Bold values all mean the best result(s) in the experiment.