Research Article

An Automatic Detection Method of Nanocomposite Film Element Based on GLCM and Adaboost M1

Table 3

Detailed accuracy by class (10-fold cross validation).

TP rateFP ratePrecisionRecall-MeasureROC areaClass

0.93600.9990.9360.9670.9821
1.0000.0320.9401.0000.9690.9822
1.00001.0001.0001.0001.0003

0.9790.0110.9800.9790.9780.988Weighted avg.