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Table 1 Performance comparison of different modal data with different methods

From: MLW-gcForest: a multi-weighted gcForest model towards the staging of lung adenocarcinoma based on multi-modal genetic data

Classification algorithmMethylationRNACNV
PrecisionF1PrecisionF1PrecisionF1
SVM0.5240.5190.5520.5580.4270.434
KNN0.5840.6050.5330.5280.4600.466
LR0.5750.5720.6090.6030.4460.486
RF0.6060.6180.6110.6020.5120.557
gcForest0.7150.7090.6340.6430.6160.628
MLW-gcForest0.7710.7670.6590.6690.6750.677