Identification of Methylation Signatures and Rules for Sarcoma Subtypes by Machine Learning Methods

Figure 3

IFS curves showing the performance of decision tree (DT) and random forest (RF) based on the weighted under different feature subsets derived from the LightGBM feature list. The optimal DT/RF model yielded the weighted F1 of 0.868/0.991.