Table 8 Cross validation and prediction results for 3 class classification for dataset1 (Blood red, Mosambi and Succari cultivars).

From: Towards sweetness classification of orange cultivars using short-wave NIR spectroscopy

Classifiers

Cross validation accuracy (%)

Prediction set accuracy (%)

Tree

57.5

72.41

LDA

56.7

60.34

SVM

64.2

60.34

KNN

63.4

72.41

Ensemble

58.2

81.03

  1. Significant values are given in bold.
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