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Table 10 Comparison of patient similarity and collaborative filtering model

From: Machine learning-based ABA treatment recommendation and personalization for autism spectrum disorder: an exploratory study

Parameter Patient similarity model Collaborative filtering model
Quality of recommendations Similar Similar
Retraining Easy Difficult
Recommendation explainability Simple Complex
Performance constraint No Sparsity ratio