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The Cross Validation Problem

2005
K-fold cross validation is a commonly used technique which takes a set of m examples and partitions them into K equal-size sets (folds) of size m/K. For each set, a classifier is trained on the other sets.
openaire   +1 more source

No Free Lunch for Cross-Validation

Neural Computation, 1996
It is known theoretically that an algorithm cannot be good for an arbitrary prior. We show that in practical terms this also applies to the technique of “cross-validation,” which has been widely regarded as defying this general rule. Numerical examples are analyzed in detail. Their implications to researches on learning algorithms are discussed.
Huaiyu Zhu 0001, Richard Rohwer
openaire   +2 more sources

Cross-Validation of the Booth Scale

Research Quarterly. American Association for Health, Physical Education and Recreation, 1966
Abstract A study was conducted to attempt a cross-validation of the Booth Scale as a measure of competitive spirit. Six football teams and a non-athlete group failed to demonstrate any differences either on mean scale scores or on the frequency of good and poor scale-rated competitors. Item analysis likewise produced little evidence in support of cross-
W, Kroll, K H, Petersen
openaire   +2 more sources

Cross-Validation of the Gordon Siv

Perceptual and Motor Skills, 1968
Peer- and self-ratings, and Gordon SIV test scores were obtained from 41 males living in a college dormitory. 5 of 6 validity coefficients between self-ratings and the SIV scores were significantly different from zero, the r for Independence being the exception.
openaire   +2 more sources

Cross-Validation

2021
Raimon Tolosana-Delgado, Ute Mueller
openaire   +1 more source

Nested cross-validation when selecting classifiers is overzealous for most practical applications

Expert Systems With Applications, 2021
Jacques Wainer, Gavin C Cawley
exaly  

Cross-validation

2023
Amir Seraj   +7 more
openaire   +1 more source

Procrustes Cross-Validation of short datasets in PCA context

Talanta, 2021
Alexey Pomerantsev, Oxana Rodionova
exaly  

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