Hadhari (حذارِ) - Arabic Spam Detection

Hadhari is a machine learning model designed to detect spam messages in Arabic text, targeting unsolicited advertisements and fabricated medical excuses.

Model Details

• Algorithm: Linear Support Vector Classification (LinearSVC)
• Feature Extraction: TF-IDF Vectorization (max_features=2000, ngram_range=(1,3))

Performance Metrics

• Overall Accuracy: 97.0%
• Spam Precision: 99.0%

Usage

Live API endpoint and documentation available at: Hadhari API Space