Chagas Parasite Detection in Blood Images Using AdaBoost

Table 4

-measure () by method.

Method	Mean	Std. Dev.
AdaBoost	0.7550	0.1820
AdaBoost + Postprocessing	0.9325	0.0496
SVM linear + Feature Extraction	0.8218	0.0118
SVM polynomial + Feature Extraction	0.6691	0.0035
SVM RBF + Feature Extraction	0.7111	0.0068