When comparing the results
obtained with the previous results obtained using all the
attributes, that is, Table IV versus Table V, we can see that
in general all the algorithms have improved in some measures
(TN rate and GM). Furthermore, with regard to the others
measures (TP rate and Accuracy) there are some algorithms
that obtain a slightly worse or slightly better value, but they
are very similar in general to the previous ones. In fact, the
maximum values obtained are now better than the previous
ones obtained using all attributes. Again the algorithms that
obtain these maximum values are JRip (TN rate and GM) and
ADTree (TP rate and Accuracy).
When comparing the resultsobtained with the previous results obtained using all theattributes, that is, Table IV versus Table V, we can see thatin general all the algorithms have improved in some measures(TN rate and GM). Furthermore, with regard to the othersmeasures (TP rate and Accuracy) there are some algorithmsthat obtain a slightly worse or slightly better value, but theyare very similar in general to the previous ones. In fact, themaximum values obtained are now better than the previousones obtained using all attributes. Again the algorithms thatobtain these maximum values are JRip (TN rate and GM) andADTree (TP rate and Accuracy).
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