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Table 1 Classification results of the test sets

From: Polytomy identification in microbial phylogenetic reconstruction

  Test set Accuracy, % Precision, % Recall, % ROC AUC value
  data1.1 81.34 75.55 88.1 87.89
  data1.2 83.38 79.15 88.09 89.39
  data1.3 80.24 88.39 73.47 85.71
  data1.4 80.29 89.89 72.55 88.09
  data1.5 80.49 70.67 93.48 83.31
combined data1 81.15 80.73 83.138 86.88
  data2.1 88.24 88.24 88.24 92.52
  data2.2 86.09 85.36 86.84 91.01
  data2.3 89.21 90.01 88.42 94.52
  data2.4 87.98 87.24 88.74 92.54
  data2.5 83.23 84.24 82.24 85.12
combined data2 86.95 87.02 86.90 90.74
  1. Precision is the true positive/(true positive + false positive). Recall is true positive/(true positive + false negative). AUC quantifies the overall ability of the test to discriminate between positive samples and negative samples.