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. 2018 Sep 12;18(9):3051. doi: 10.3390/s18093051

Table 2.

Accuracy of the developed digital shade-matching device using the SVM algorithm and other classification algorithms by leave-pair-out cross validation (p = 3).

Classification Method Matching Accuracy (%) SD
Logistic Regression 77.2 16.58
Random Forest 89.3 3.93
K-Nearest Neighbors 96.1 1.47
Support Vector Machine 96.9 1.37