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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