| --- |
| title: SMS Spam Classifier |
| emoji: 📱 |
| colorFrom: blue |
| colorTo: red |
| sdk: gradio |
| sdk_version: 4.0.0 |
| app_file: app.py |
| pinned: false |
| --- |
| |
| # 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 |
| 2. Click submit |
| 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 |
| - 2 LSTM layers |
| - Dropout for regularization |
| - Dense layers with ReLU activation |
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|
