R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. LASSO feature selection, SMOTE sampling, 10-fold cross-validation, variable importance plot, PCA plot, normalized Confusion Matrix, GSE13159.
machine-learning data-mining bioinformatics random-forest rbf-kernel gene-expression pca-analysis supervised-learning classification microarray support-vector-machines biomarkers variable-importance-plots confusion-matrix-heatmap aml-subtypes
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Updated
Jan 13, 2025 - R