Social Media Classification on 10-class Social Media Dataset (test)
82AccuracyTF-IDF_LogReg
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TF-IDF_LogRegFeature Extraction=TF-IDF, Classifier Architecture=Logistic Regression2025.11 | 82 | 67 | 84 | 61 | 82 | |
| TF-IDF_SVMFeature Extraction=TF-IDF, Classifier Architecture=SVM2025.11 | 80 | 64 | 83 | 58 | 81 | |
| BERT_DNNFeature Extraction=BERT, Classifier Architecture=DNN2025.11 | 77 | 58 | 80 | 51 | 76 | |
| BERT_LogRegFeature Extraction=BERT, Classifier Architecture=Logistic Regression2025.11 | 75 | 55 | 79 | 49 | 76 | |
| BERT_RNNFeature Extraction=BERT, Classifier Architecture=RNN2025.11 | 68 | 53 | 74 | 48 | 74 |