Apppublic

chaitanyakb181005/spam_classifier

sourceHugging Faceupdated 7mo agoView on Hugging Face

0likes

App README

Spam Classifier

A machine learning-powered spam classification application that identifies whether text is spam or not spam.

Features

—🎯 Real-time spam detection
—🌐 User-friendly web interface
—🔌 REST API endpoint for programmatic access
—🐳 Docker-based deployment
—📊 Confidence scores for predictions

Model

The classifier uses:

—TF-IDF Vectorization for text feature extraction
—Logistic Regression for classification
—Trained on a comprehensive spam dataset

Usage

Web Interface

Simply enter your text in the input field and click "Classify Text" to get instant results.

API Endpoint

bash

curl -X POST https://huggingface.co/spaces/chaitanyakb181005/spam_classifier/api/predict \
  -H "Content-Type: application/json" \
  -d '{"text": "Your text here"}'

Technology Stack

—Flask (Web Framework)
—scikit-learn (Machine Learning)
—Docker (Deployment)
—Gunicorn (Production Server)