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Table 3 Classification accuracy of different learning styles after feature engineering

From: Utilizing decision tree machine learning model to map dental students’ preferred learning styles with suitable instructional strategies

Learning Style

Dataset

Model

Accuracy

Processing

N = 50

Decision tree

62%

Perception

  

85%

Input

  

54%

Understanding

  

46%

Processing

N = 255

Decision tree

100%

Perception

  

100%

Input

  

100%

Understanding

  

100%