article Open AccessTop 1% cited
Inference for the Generalization Error
Machine Learning · 2003 · Vol. 52(3) · pp. 239–281
Claude Nadeau✉(Center for Interuniversity Research and Analysis on Organizations)Yoshua Bengio(Université du Québec à Montréal)
Neural Networks and ApplicationsEvolutionary Algorithms and ApplicationsGaussian Processes and Bayesian InferenceEstimatorVariance (accounting)GeneralizationStatistical hypothesis testingNull hypothesisStatisticsSet (abstract data type)Generalization errorMathematicsComputer science
Citations
944
FWCI
33.97
field-weighted impact
References
28
Percentile
100%
vs. same field & year
Citations per year
Cited by
Classifier chains for multi-label classification
Machine Learning · 2011 · 2,237 citations
Extremely randomized trees
Machine Learning · 2006 · 8,332 citations
A flexible computational framework for detecting, characterizing, and interpreting statistical patterns of epistasis in genetic studies of human disease susceptibility
Journal of Theoretical Biology · 2006 · 607 citations
Logistic Model Trees
Machine Learning · 2005 · 1,210 citations
References
Classification and Regression Trees.
Biometrics · 1984 · 23,850 citations
Maximum Likelihood Estimation of Misspecified Models
Econometrica · 1983 · 3,751 citations
Heuristics of instability and stabilization in model selection
The Annals of Statistics · 1996 · 1,152 citations
UCI Repository of machine learning databases
Medical Entomology and Zoology · 1998 · 10,524 citations
Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms
Neural Computation · 1998 · 3,564 citations
Classification and Regression Trees.
Journal of the American Statistical Association · 1986 · 21,013 citations
Maximum Likelihood Estimation of Misspecified Models
Econometrica · 1982 · 4,060 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.