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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.