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Table 2 The effects of different classification algorithms on the precision, recall, and F1 score of the staged model of the multi-modal data

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

AlgorithmPrecisionRecallF1
SVM0.6740.6640.669
KNN0.6640.6460.655
LR0.6750.6690.672
RF0.7060.7300.718
gcForest0.7640.7950.779
MLW-gcForest0.8960.8820.889