Lizhuo Zhang

Limited structural reliability in public educational prediction benchmarks: a four-dimension audit of seven datasets

Abstract Across seven public educational prediction datasets, three passed all four pre-modeling reliability checks; the remaining four either failed group-aware generalization tests or lacked the provenance metadata needed to run them. One dataset was initially classified as fai...