aml-subtypes

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lnv-louis / AML-Subtypes-Classification-ML
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.
bioinformatics biomarkers classification data-mining gene-expression machine-learning microarray random-forest supervised-learning aml-subtypes confusion-matrix-heatmap pca-analysis rbf-kernel support-vector-machines variable-importance-plots
Language:R 1

lnv-louis / AML-Subtypes-Classification-ML