Gavin C. Cawley

On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation

Gavin C. Cawley, Nicola L. C. Talbot · 2010 · 2K citations

Computing, Data Science, Machine Learning +16

Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers

Gavin C. Cawley, Nicola L. C. Talbot · Pattern Recognition · 2003 · 437 citations

Computing, Computer Science, Data Science +14

Downscaling heavy precipitation over the United Kingdom: a comparison of dynamical and statistical methods and their future scenarios

M. R. Haylock, Gavin C. Cawley, Colin Harpham et al. · International Journal of Climatology · 2006 · 364 citations

Natural Sciences, Earth Sciences, Meteorology +17

Fast exact leave-one-out cross-validation of sparse least-squares support vector machines

Gavin C. Cawley, Nicola L. C. Talbot · Neural Networks · 2004 · 328 citations

Computing, Computer Science, Data Science +14

Gene selection in cancer classification using sparse logistic regression with Bayesian regularization

Gavin C. Cawley, Nicola L. C. Talbot · Bioinformatics · 2006 · 249 citations

Computing, Bioinformatics, Biostatistics +14