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Table 2 Experimental results of the discrete baseline models

From: A hybrid neural network model for predicting kidney disease in hypertension patients based on electronic health records

Models Features Accuracy(%)
LR Numerical 64.9
LR Textual 71.5
LR Textual+Numerical 72.2
NB Numerical 67.8
NB Textual 71.1
NB Textual+Numerical 76.6
SVM Numerical 42.6
SVM Textual 66.1
SVM Textual+Numerical 71.3
GBDT Numerical 71.1
GBDT Textual 77.8
GBDT Textual+Numerical 81.2