Hybrid Mammogram Classification Using Rough Set and Fuzzy Classifier

Table 5

Observations of the different developed algorithms.

Algorithm	Observations
PIRF	It has the highest accuracy and recall percentage but not the highest precision
PIF	Needs a feature subset selection module and it has the highest average precision
IRF	Needs a dimensionality and noise reduction module and it has the highest average precision
PRF	Needs a feature extraction module
PF	Needs a feature extraction module and a feature subset selection module
IF	Needs a dimensionality and noise reduction module and a feature subset selection module and it has the lowest accuracy and recall percentage