From: Using social media for sub-event detection during disasters
Algorithms | Acc | Prec | Rec | F1 |
---|---|---|---|---|
Naïve Bayes | 0.753 | 0.735 | 0.753 | 0.739 |
KNN | 0.807 | 0.803 | 0.807 | 0.781 |
SVM | 0.776 | 0.765 | 0.776 | 0.751 |
Logistic Regr. | 0.790 | 0.773 | 0.790 | 0.766 |
Decision Tree | 0.744 | 0.755 | 0.744 | 0.753 |
Random For. | 0.795 | 0.794 | 0.790 | 0.783 |
XGBoost | 0.815 | 0.812 | 0.815 | 0.809 |
Neural Net. | 0.830 | 0.826 | 0.864 | 0.845 |