Table 4 Breast cancer detection without prior knowledge of breast density for test data.
From: Breast density classification using frequency-based features in microwave imaging
Feature + classifier | Bandwidths | Low density | High density | ||
|---|---|---|---|---|---|
Specificity (%) | Sensitivity (%) | Specificity (%) | Sensitivity (%) | ||
FFT + NB | 0011 1000 | \(50.48 \pm 1.819\) | \(64.45 \pm 1.819\) | \(60.04 \pm 2.023\) | \(47.73 \pm 1.727\) |
FFT + NB | 0000 0111 | \(55.80 \pm 0.972\) | \(63.86 \pm 1.373\) | \(56.08 \pm 0.801\) | \(46.53 \pm 1.490\) |
SF + SVM_linear | 0000 0001 | \(50.14 \pm 1.631\) | \(63.83 \pm 1.914\) | \(50.81 \pm 1.519\) | \(59.45 \pm 1.930\) |
