Testing-AI-Contain / docs /features /text_classifier.md
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# English Text Classifier
## Overview
Detects whether English-language text is AI-generated or human-written.
## Model Pipeline
- Tokenizer: GPT-2 Tokenizer
- Model: Custom trained binary classifier
## Dataset
- Balanced dataset: Human vs AI-generated (ChatGPT, Claude, etc.)
- Tokenized and fed into the model using PyTorch/TensorFlow
## Code Location
- Controller: `features/text_classifier/controller.py`
- Inference: `features/text_classifier/inferencer.py`
- Model Loader: `features/text_classifier/model_loader.py`
- Preprocessor: `features/text_classifier/preprocess.py`
## API
- Endpoint: [ENDPOINTS](../api_endpoints.md)
- Input: Raw English text
- Output: Prediction result with probability/confidence
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