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Browse files- README.md +42 -3
- config.json +5 -0
- model.pkl +3 -0
README.md
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---
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language: id
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tags:
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- machine-learning
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- classification
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- SVM
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- sentiment-analysis
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license: mit
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datasets:
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- private-dataset
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model-index:
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- name: SentimenNFT-SVM
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results: []
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---
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# 🧠 SentimenNFT-SVM
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Model ini dilatih untuk melakukan analisis sentimen terhadap tweet berbahasa Indonesia yang membahas NFT pada blockchain Solana, menggunakan metode Support Vector Machine (SVM).
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## 📚 Dataset
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Dataset bersifat privat dan dikumpulkan dari media sosial X (Twitter).
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## 🛠️ Cara Pakai
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```python
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from joblib import load
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model = load("model.pkl")
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prediction = model.predict(["NFT ini sangat menjanjikan!"])
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print(prediction)
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```
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## 📊 Performa
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- Akurasi validasi: 85%
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- F1-score: 0.82
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## 📜 Lisensi
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MIT License
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## ✨ Kontributor
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- [@username](https://huggingface.co/username)
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config.json
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{
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"model_type": "SVM",
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"language": "id",
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"task": "sentiment-analysis"
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}
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ead9b61d5a40457100ddb19486d9a95a161e0dabaadccbc6d66ccad6e36ff77
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size 346
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