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Table 7 Model quality measured with MCC coefficient for the CNV-145 data set

From: Integration of multiple types of genetic markers for neuroblastoma may contribute to improved prediction of the overall survival

  OOB Cross-validation
FS metod Top 10 Top 20 Top 50 Top 100 Top 10 Top 20 Top 50 Top 100
Stage 1         
T-test 0.566 - - -     
IG-1D 0.569 0.646 0.642 0.646     
IG-2D 0.460 0.484 0.491 0.492     
T-test + lasso 0.568 - - -     
Stage 2         
T-test 0.534 - - - 0.545 - - -
IG-1D 0.544 0.624 0.617 0.615 0.551 0.635 0.632 0.627
IG-2D 0.443 0.470 0.484 0.484 0.452 0.481 0.493 0.491
T-test + lasso 0.537 - - - 0.554 - - -
Stage 3         
T-test 0.476 - - - 0.189 - - -
IG-1D 0.575 0.582 0.583 0.582 0.248 0.257 0.258 0.260
IG-2D 0.502 0.511 0.514 0.514 0.279 0.301 0.308 0.306
T-test + lasso 0.510 - - - 0.193 - - -