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Table 4 Confusion matrices of the LDA model built for class membership of cowpea seeds to produce ‘Normal’ and ‘Abnormal’ seedlings in training, cross validation and validation sets

From: Utilization of computer vision and multispectral imaging techniques for classification of cowpea (Vigna unguiculata) seeds

Group

Training set

Cross-validation set

Validation set

Normal

Abnormal

% Correct

Normal

Abnormal

% Correct

Normal

Abnormal

% Correct

Normal

130

65

66.67

124

71

63.59

26

16

61.90

Abnormal

63

143

69.42

72

134

65.05

22

36

62.07

Overall correct classification

  

68.08

  

64.34

  

62.00