Effective Pneumothorax Detection for Chest X-Ray Images Using Local Binary Pattern and Support Vector Machine

Table 2

Comparisons of the accuracy, precision, and sensitivity for different patch sizes of the proposed method.

Patch size	Accuracy	Precision	Sensitivity
5 × 5	85.8%	83.6%	87.4%
7 × 7	84.1%	84.4%	85.5%
9 × 9	83.2%	85.1%	82.3%
11 × 11	81.1%	86.2%	81.6%