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Table 3 Experimental results of the neural models

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

Models

Features

Accuracy(%)

CNN

Numerical

75.9

CNN

Textual

83.8

CNN

Textual+Numerical

86.2

BiLSTM

Numerical

74.8

BiLSTM

Textual

84.2

BiLSTM

Textual+Numerical

87.6

CNN+AE

Textual+Numerical

88.3

BiLSTM+AE

Textual+Numerical

89.7