Skip to main content

Table 2 Performance of the classification models for the detection of measurement locations with a different threshold for the percentages of malignant cells in the locations labeled as “malignant”

From: Optical tissue measurements of invasive carcinoma and ductal carcinoma in situ for surgical guidance

  Percentage malignant cells Model I Model II Model III Model IV
MCC 5% 0.41 0.41 0.40 0.41
10% 0.39 0.39 0.37 0.39
15% 0.40 0.40 0.36 0.40
20% 0.37 0.37 0.33 0.37
25% 0.36 0.36 0.32 0.36
30% 0.35 0.35 0.30 0.35
35% 0.31 0.31 0.28 0.31
40% 0.31 0.31 0.28 0.31
Sensitivity 5% 0.62 0.62 0.79 0.62
10% 0.66 0.66 0.82 0.66
15% 0.71 0.71 0.86 0.71
20% 0.73 0.73 0.85 0.73
25% 0.75 0.75 0.88 0.75
30% 0.79 0.79 0.90 0.79
35% 0.77 0.77 0.91 0.77
40% 0.80 0.80 0.96 0.80
Specificity 5% 0.84 0.84 0.71 0.84
10% 0.82 0.82 0.70 0.82
15% 0.82 0.82 0.69 0.82
20% 0.81 0.81 0.68 0.81
25% 0.80 0.80 0.67 0.80
30% 0.80 0.80 0.67 0.80
35% 0.79 0.79 0.66 0.79
40% 0.79 0.79 0.66 0.79