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@@ -90,6 +90,30 @@ Fine-tuned on a custom dataset with 3,675 claims labeled by category, with an 80
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  The model achieves high accuracy on the test set, with most predictions having confidence scores above 0.95.
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  ## 📋 License
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  MIT License
 
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  The model achieves high accuracy on the test set, with most predictions having confidence scores above 0.95.
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+ ## 🎯 Specific Claim Patterns
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+ The model includes special handling for specific claim patterns:
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+ 1. **Police-related claims**: Claims about the police chief, summons, or threats
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+ - Example: "Ketua Polis Negara (KPN) Tan Sri Razarudin Husain hantar e-mel berkaitan saman dan berbaur ugutan kepada orang awam"
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+ - Category: Jenayah (Crime)
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+ 2. **Zakat-related claims**: Claims about zakat fitrah, rice types, or payment validity
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+ - Example: "Zakat fitrah tidak sah jika dibayar tidak mengikut jenis beras yang dimakan"
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+ - Category: Agama (Religion)
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+ 3. **Tax-related claims**: Claims about government taxes, especially on palm oil
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+ - Example: "Kerajaan akan memperkenalkan cukai khas minyak sawit mentah"
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+ - Category: Ekonomi (Economy)
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+ 4. **Consumer product claims**: Claims about contact lenses or online sales
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+ - Example: "Kanta lekap tidak boleh dijual secara dalam talian"
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+ - Category: Pengguna (Consumer)
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+ 5. **National security claims**: Claims about ammunition, colonization, or enemies
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+ - Example: "Penemuan 50 tan kelongsong dan peluru petanda negara bakal dijajah musuh"
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+ - Category: Politik (Politics)
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  ## 📋 License
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  MIT License