An Information-Theoretic Evaluation Framework for Benchmark and Model Diagnosis in Knowledge Tracing

Houru Jiang, Zixi Wang, Tengteng Cheng +6

Knowledge tracing (KT) models are predominantly evaluated using aggregate metrics such as area under the curve (AUC) and accuracy. However, these global scores obscure where the re…