The feature selection bias problem in relation to high-dimensional gene data - Krawczuk, Jerzy; Łukaszuk, Tomasz (Artificial intelligence in medicine, 2016)
Keywords: Accuracy; Algorithms; Bias; Biomarkers, Tumor - genetics; Cancer; Classification; Computational Biology - methods; Convex and piecewise linear classifier; Data mining; Data Mining - methods; Databases, Genetic; Decision Support Techniques; Feature selection bias; Gene Expression Profiling - methods; Gene Expression Regulation, Neoplastic; Gene selection; Genes; Humans; Internal Medicine; Learning; Linear Models; Mathematical models; Microarray data; Oligonucleotide Array Sequence Analysis; Other; Pattern Recognition, Automated; Reproducibility of Results; Support Vector Machine; Convex and piecewise linear classifier; Support vector machine; Gene selection; Microarray data; Feature selection bias