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Table 1 Results for multiple classes.

From: A graphical model approach to automated classification of protein subcellular location patterns in multi-cell images

 

Classification Accuracy (%)

No. of classes

Similar Classes

Dissimilar Classes

All Classes

1

96.7

99.8

98.6

2

91.3

98.5

95.6

3

86.4

97.3

92.9

4

82.0

96.0

90.4

5

78.2

94.8

88.1

Base Classifier

82.2

95.3

90.1

  1. The accuracy of classification using feature space graphical models were evaluated for all possible mixtures composed of various numbers of classes drawn from ten classes. Results shown are averages over 10 trials.