A New Feature Ensemble with a Multistage Classification Scheme for Breast Cancer Diagnosis

<table class="table-group" id="tab9"><tr><td><table class="table"><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr class="thead"><td class="align_left">Classifier</td><td class="align_center">SNS</td><td class="align_center">SPC</td><td class="align_center">PPV</td><td class="align_center">NPV</td><td class="align_center">FPR</td><td class="align_center">FNR</td><td class="align_center">FDR</td><td class="align_center">FOR</td><td class="align_center">ACC</td></tr><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr><td class="align_left">Classifier combination</td><td class="align_center">88.67</td><td class="align_center">92.93</td><td class="align_center">86.32</td><td class="align_center">92.45</td><td class="align_center">7.07</td><td class="align_center">11.33</td><td class="align_center">13.68</td><td class="align_center">7.55</td><td class="align_center">88.79</td></tr><tr class="table-tr"><td colspan="10"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

The evaluation metric of classifier combination evaluated by elevenfold cross-validation for the two-stage study.

Journal of Healthcare Engineering

tab9

Table 9

Table 9: A New Feature Ensemble with a Multistage Classification Scheme for Breast Cancer Diagnosis 