Ensemble Classification and Cancer-Specific Gene Signatures from Quality-Aware Hybrid Gene Selection in TCGA RNA-Seq data

Gene-expression classifiers of cancer type are usually developed and validated within one cohort using random splits. Starting from a quality-aware hybrid Boruta selector from earlier work, we developed and evaluated ensemble classifiers and cancer-specific gene signatures. Using 10,469 TCGA tumours