Automatic Model Evaluation using Feature Importance Patterns on Unlabeled Data

Author:

Silva Ismael Santana1,Veloso Adriano1

Affiliation:

1. UFMG,Computer Science Department,Belo Horizonte,Brazil

Funder

CNPq

CAPES

Publisher

IEEE

Reference30 articles.

1. A study of cross-validation and bootstrap for accuracy estimation and model selection;kohavi;IJCAI,1995

2. XGBoost

3. Predicting the generalization gap in deep networks with margin distributions;jiang;International Conference on Learning Representations,0

4. Label-free model evaluation with semi-structured dataset representations;sun;ArXiv Preprint,2021

5. Computing nonvacuous generalization bounds for deep (stochastic) neural networks with many more parameters than training data;dziugaite;ArXiv Preprint,2017

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