Framing Classification on Valenzuela Database 2017
79Conflict AccuracyTF-IDF + RF
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TF-IDF + RFfeatures=TF-IDF, classifier=Random Forest, approach=dictionary-based2026.04 | 79 | 80 | 71 | 73 | 87 | 90 | 60 | 63 | 64 | 65 | 61 | 60 | 78 | 74 | 51 | 47 | |
| GPT-4o miniconfiguration=LLM codebook version2026.04 | 79 | 81 | 70 | 71 | 88 | 86 | 66 | 71 | 63 | 69 | 58 | 54 | 79 | 70 | 56 | 56 | |
| Naive Bayes2026.04 | 74 | 71 | 71 | 71 | 83 | 65 | 58 | 60 | 60 | 60 | 60 | 59 | 74 | 60 | 59 | 59 | |
| Random2026.04 | 55 | 49 | 49 | 49 | 73 | 51 | 51 | 51 | 52 | 51 | 51 | 51 | 64 | 49 | 49 | 49 |