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Statistical bias and variance of gene selection and cross validation methods: A case study on hypertension prediction.
Zeliha Gormez
Olcay Kursun
Ahmet Sertbas
Nizamettin Aydin
Huseyin Seker
Published in:
BHI (2012)
Keyphrases
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cross validation
model selection
gene selection
microarray
nearest neighbor classifiers
variable selection
generalization error
feature selection
nearest neighbor
prediction accuracy
machine learning methods
gene expression data
random forest