Turkish Text Categorization

Setup Directions

When installing required libraries you may have problem with Xgboost. Here is a possible solution.

• Deployed on Google Cloud using Docker and Kubernetes

• Uses Python Flask framework as backend

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Features

1. Prediction
2. Dataset Splitting
3. Training
4. Testing/Evaluation
5. Model Selection
6. All In One runs all models

Machine Learning Models

1. Bag Of Words

   • BASIC

     • SVC
     • Random Forest
     • Multinomial Naive Bayes
     • Nearest Centroid
     • XGBoost

   • TF-IDF

     • SVC
     • Random Forest
     • Multinomial Naive Bayes
     • Nearest Centroid
     • XGBoost