No Unbiased Estimator of the Variance of K-Fold Cross-Validation 论文

2004Journal of Machine Learning Research引用 622
Machine Learning and Data ClassificationNeural Networks and ApplicationsFace and Expression Recognition

详细信息

发表期刊/会议
Journal of Machine Learning Research
发表日期
2004-12-01
发表年份
2004

关键词

Machine Learning and Data ClassificationNeural Networks and ApplicationsFace and Expression Recognition

摘要

Most machine learning researchers perform quantitative experiments to estimate generalization error and compare the performance of different algorithms (in particular, their proposed algorithm). In...