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Table 8 Confusion matrices for all strategies

From: Hierarchical classification strategy for Phenotype extraction from epidermal growth factor receptor endocytosis screening

[1] [2] [3] [4]
F-25 Prediction Number of test objects Sensitivity
   Membrane Vesicle Cluster   
Truth Membrane 34.96 2.04 0 37 0.945
  Vesicle 1.81 166.01 0.18 168 0.988
  Cluster 0.12 4.39 5.49 10 0.549
F-sel Prediction Number of test objects Sensitivity
   Membrane Vesicle Cluster   
Truth Membrane 35.67 1.33 0 37 0.964
  Vesicle 0.58 166.79 0.63 168 0.993
  Cluster 0.17 2.77 7.06 10 0.706
H-25 Prediction Number of test objects Sensitivity
   Membrane Vesicle Cluster   
Truth Membrane 34 3 0 37 0.919
  Vesicle 0.11 166.83 1.06 168 0.993
  Cluster 0.07 4.51 5.42 10 0.542
H-sel Prediction Number of test objects Sensitivity
   Membrane Vesicle Cluster   
Truth Membrane 35.53 1.47 0 37 0.960
  Vesicle 0.75 166.86 0.39 168 0.993
  Cluster 0 2.58 7.42 10 0.742
  1. Column 1 represents the strategy and class labels
  2. Column 2 represents the prediction
  3. In column 3, the number of test objects represents the ground truth
  4. In column 4, the sensitivity is given per class