A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification - Statnikov, Alexander; Wang, Lily; Aliferis, Constantin F (BMC bioinformatics, 2008)
Keywords: Algorithms; Artificial Intelligence; Bioinformatics; Biomarkers, Tumor - analysis; Biomedical and Life Sciences; Cancer; Computational Biology - methods; Computational Biology/Bioinformatics; Computer Appl. in Life Sciences; Databases, Genetic; Decision Trees; Diagnosis; DNA microarrays; Gene expression; Gene Expression Profiling - methods; Humans; Life Sciences; Methods; Microarrays; Neoplasms - genetics; Oligonucleotide Array Sequence Analysis - methods; Pattern Recognition, Automated - methods; Physiological aspects; Random Allocation; Research Article; Validation Studies as Topic; United States; Microarray Gene Expression Data; Classification Performance; Microarray Dataset; Support Vector Machine; Random Forest