Model Comparison

LLM vs BKT Analysis

BKT Model

-

Knowledge

LLM Model

-

Knowledge

LLM User Model

Confidence -

Learning Rate -

Consistency -

Difficulty Tolerance -

BKT Fixed Parameters

Learn Rate (T): 10%

Slip (S): 5%

Guess (G): 33%

Medical Terminology Quiz

Adaptive learning powered by BKT or LLM

Select Mode:

BKT Mode: Uses Bayesian Knowledge Tracing to adapt difficulty based on your performance.

LLM Mode: Uses Claude AI to intelligently select questions based on your learning patterns.