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--- |
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title: SMS Spam Classifier |
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emoji: 📱 |
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colorFrom: blue |
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colorTo: red |
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sdk: gradio |
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sdk_version: 4.0.0 |
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app_file: app.py |
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pinned: false |
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--- |
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# SMS Spam Classifier |
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This application uses a bidirectional LSTM model to classify SMS messages as either spam or legitimate (ham). Simply enter your text message, and the model will predict whether it's spam or not, along with a confidence score. |
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## Usage |
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1. Enter your text message in the input box |
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2. Click submit |
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3. The model will return its prediction (spam/ham) and confidence level |
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## Model |
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The classifier uses a bidirectional LSTM architecture with: |
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- Word embeddings |
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- 2 LSTM layers |
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- Dropout for regularization |
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- Dense layers with ReLU activation |
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