This paper explores explaining GBDT2NN predictions by its teacher model, improving distillation performance.
problem Explaining GBDT2NN predictions when the models have different structures.
method Empirical study on new approach to explain GBDT2NN predictions and use it as an auxiliary learning task.
result Proposed methods achieve better performance on both explanations and predictions.