Table 1 5-Fold validation results for the tubule detection across N = 11 patients.

From: Automated Tubule Nuclei Quantification and Correlation with Oncotype DX risk categories in ER+ Breast Cancer Whole Slide Images

 

F-score

Precision

Recall (Sensitivity)

Specificity

Fold 1

0.34

0.89

0.21

0.98

Fold 2

0.7

0.73

0.67

0.9

Fold 3

0.71

0.81

0.63

0.93

Fold 4

0.64

0.59

0.7

0.84

Fold 5

0.59

0.59

0.59

0.83

Average

0.59 ± 0.14

0.72 ± 0.12

0.56 ± 0.2

0.9 ± 0.06

  1. The F-score, precision, recall and specificity for the tubule classification are shown. The final row presents the average and standard deviation for each of the four measures across all N = 11 patients and across the 5 folds.
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