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Table 2 Classifier feature characteristics

From: A lung cancer risk classifier comprising genome maintenance genes measured in normal bronchial epithelial cells

Feature Function Ranking Selection frequency % Missing value
E2F1 CCC/DNAR 1 1 23
ERCC5 DNAR 2 1 9
XRCC1 DNAR 3 0.94 8
GPX1 AO 4 0.92 2
TP63–2 CCC/DNAR 5 0.92 30
GSTP1 AO 6 0.88 12
CDKN1A CCC/DNAR 7 0.86 2
TP53–2 CCC/DNAR 8 0.86 9
ERCC4–2 DNAR 9 0.78 29
RB1 CCC/DNAR 10 0.74 23
ERCC5–2 DNAR 11 0.70 20
KEAP1–2 AO 12 0.70 11
ERCC1–2 DNAR 13 0.68 4
  1. AO antioxidant protection, DNAR DNA repair CCC cell cycle control