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. 2019 Oct 15;19:101. doi: 10.1186/s12902-019-0436-6

Table 7.

Comparing the AROC values of the four models using PIMA Indian data set

Mean
GBM 85.1%
Logistic Regression 84.6%
Random Forest 85.5%
Rpart 80.5%