Research Article
Detection and Classification of Psychopathic Personality Trait from Social Media Text Using Deep Learning Model
Table 5
Comparison with machine learning techniques.
| | Machine learning classifiers and proposed model | Accuracy | Precision | Recall | -score |
| | Decision tree | 75.41% | 0.76% | 0.77% | 0.75% | | SVM | 72.13% | 0.76% | 0.76% | 0.72% | | KNN | 70.49% | 0.73% | 0.70% | 0.71% | | MNB | 68.85% | 0.76% | 0.74% | 0.69% | | LR | 65.57% | 0.65% | 0.66% | 0.65% | | RF | 73.77% | 0.76% | 0.74% | 0.74% | | XGBoost | 77.05% | 0.77% | 0.77% | 0.77% | | Proposed (BiLSTM) | 85% | 85% | 85% | 85% |
|
|
