Research Article

Chagas Parasite Detection in Blood Images Using AdaBoost

Table 5

-measure () by method.

Method Mean Std. Dev.

AdaBoost 0.9976 0.0018
AdaBoost + Postprocessing 0.9993 0.0004
SVM linear + Feature Extraction 0.9982 0.0001
SVM polynomial + Feature Extraction 0.9967 0.0000
SVM RBF + Feature Extraction 0.9971 0.0001