Table 6 Proposed vs baselines algorithm t-test, Wilcoxon signed-rank test (simulated 10- Trail) on breast cancer classification problem.
Proposed Algo | Baseline Algo | Proposed Algo | Baseline Algo | t-test | Wilcoxon p value |
|---|---|---|---|---|---|
Acc | Acc | p-value | |||
RMONN | CSNN | 98.6 | 91.61 | 8.26E−26 | 0.00195 |
ABCNN | 85.31 | 1.25E−28 | 0.00195 | ||
CSBPERN | 97.37 | 1.99E−27 | 0.00185 | ||
DNN-RBM | 98.24 | 1.37E−21 | 0.00197 | ||
RMOBPERN | CSNN | 98.6 | 91.61 | 5.14E−25 | 0.00178 |
ABCNN | 85.31 | 9.42E−28 | 0.00234 | ||
CSBPERN | 97.37 | 2.31E−26 | 0.00168 | ||
DNN-RBM | 98.24 | 1.02E−20 | 0.00195 | ||
RMOLMBP | CSNN | 97.2 | 91.61 | 3.58E−24 | 0.00189 |
ABCNN | 85.31 | 7.13E−27 | 0.00184 | ||
CSBPERN | 97.37 | 4.29E−05 | 0.05 | ||
DNN-RBM | 98.24 | 8.46E−06 | 0.01172 | ||
RMOLM | CSNN | 96.5 | 91.61 | 2.14E−23 | 0.00187 |
ABCNN | 85.31 | 6.91E−26 | 0.00197 | ||
CSBPERN | 97.37 | 2.18E−04 | 0.02539 | ||
DNN-RBM | 98.24 | 1.09E−05 | 0.00781 |
