- Saeys Y, Inza I, Larran ̃aga P (2007) A review of
feature selection techniques in bioinformatics.
Bioinformatics 23:2507–2517 - Raymer ML, Punch WF, Goodman ED, Kuhn
LA, Jain AK (2000) Dimensionality reduction
using genetic algorithms. IEEE Trans Evol
Comput 4:164–171 - Raymer ML, Sanschagrin PC, Punch WF,
Venkataraman S, Goodman ED, Kuhn LA
(1997) Predicting conserved water-mediated
and polar ligand interactions in proteins using
a K-nearest-neighbors genetic algorithm. J Mol
Biol 265:445–464
46. Wolpert DH (1996) The lack of a priori dis-
tinctions between learning algorithms. Neural
Comput 8:1341–1390
47. Bengio Y, Grandvalet Y (2004) No unbiased
estimator of the variance of k-fold cross-valida-
tion. J Mach Learn Res 5:1089–1105
48. Kohavi R (1995) A study of cross-validation
and bootstrap for accuracy estimation and
model selection. Int Jt Conf Artif Intell
14:1137–1143
338 Sebastian Raschka et al.