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Table 4 Data dimensionality reduction for the 450k DNA methylation profile

From: A hybrid metaheuristic-deep learning technique for the pan-classification of cancer based on DNA methylation

Cancer name

Number of selected features

Breast

242,978 (\(\sim\)50.0% reduction)

Colon

220,111 (\(\sim\)65.0% reduction)

Kidney

252,373 (\(\sim\)48.0% reduction)

Liver

245,703 (\(\sim\)49.5% reduction)

Lung

254,645 (\(\sim\)47.6% reduction)

Prostate

245,042 (\(\sim\)50.0% reduction)

Thyroid

221,770 (\(\sim\)54.4% reduction)

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BMC Bioinformatics

ISSN: 1471-2105

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