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What is Adaptive Quiz Generator with ML Insights about?
The Adaptive Quiz Generator utilizes machine learning to create personalized quizzes that enhance engagement and learning outcomes. It employs a Decision Tree Classifier to predict user proficiency and adjust question difficulty accordingly, achieving 85% accuracy in proficiency prediction. Future enhancements include the use of NLP, deep learning models, and gamification to further improve the system.
- Author
- Atharva Chaudhari
- Language
- EN