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Table 4 Analyses of NCI data: number of zero loadings

From: Super-sparse principal component analyses for high-throughput genomic data

PCA

SPCA

SSPCA

 

HL

LASSO

HL

LASSO

214/21225

7966/21225

650/21225

19965/21225

1144/21225

(1.01)

(37.53)

(3.06)

(94.06)

(5.39)

  1. The proportion (percentage) of zero elements of first loading in NCI data analysis.