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. Author manuscript; available in PMC: 2021 Oct 1.
Published in final edited form as: Calcif Tissue Int. 2020 Jul 29;107(4):353–361. doi: 10.1007/s00223-020-00734-y

Table 2.

Results of the McNemar’s Test between various ML models in predicting Major Osteoporotic Fracture in the testing dataset (n = 1,026)

Cross-Validation Model p Value
Logistic Regression Random Forest Gradient Boosting
Neural Network < .05 < .0001 < .0001
Gradient Boosting < .0001 < .0001 --
Random Forest < .0001 -- --