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Table 9 Performance comparison of different years in duration

From: Predicting diabetic retinopathy and identifying interpretable biomedical features using machine learning algorithms

Model

Training Acc.

Test Acc.

DT (10-yr)

0.649

0.705

DT (15-yr)

0.601

0.659

DT (2-yr)

0.512

0.500

  1. Ranked prediction performance of decision trees based on 2-year, 10-year, and 15-year duration of diabetes