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Arboles de regresion Random Forest y lineal multiple con datos de MLB porcentaje de bateo

20251MBI004

This project uses a control of healthy samples of total RNA PBMCs in a different gene study GSE85599 to get top genes in the hodgkins and diffuse large b-cell lymphomas. The 4 class random forest classifier upon training a set of top genes by fold change value predicted with much better accuracy than previously using this set of healthy samples as a baseline. 100% accuracy on duplicated genes in common to all lymphomas except the pDLBCL class with only 50% but the unique genes of those 3 lymphoma foldchange values top genes scored worse with 70-80% accuracy on CHL and mDLBCL with 100% accuracy on healthy and 25% accuracy on pDLBCL. More to add.