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Table 6 Comparison of LAD Regression and other methods

From: Logical Analysis of Data (LAD) model for the early diagnosis of acute ischemic stroke

 

Training

Validation

Method

Root Mean Square Error

Pearson Correlation

Root Mean Square Error

Pearson Correlation

Linear Regression

5.345

0.456

6.934

0.200

Multilayer Perceptron

5.941

0.394

6.696

0.209

Support Vector Regression

6.119

0.454

6.871

0.149

LAD Regression

3.158

0.851

5.900

0.450