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RF-classifier-for-AD-related-Saureus

Random forest classifier for Staphylococcus aureus strains from atopic dermatitis

Random forest classifier for predicting Staphylococcus aureus strains from atopic dermatitis patients. The input data is the abundance or presence-absence table of gene families generated by MCL as well as health status (e.g., disease vs healthy).

RF_staph_partition.r: Determination of training and test partition ratio

RF_staph_partition9-1.r: RF classifier building with a certain partition ratio (in this case 9:1)