Appendicitis
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 3.20 2.59 1.914 0.098 1.000 0.906
CN2-SD 13.00 1.95 1.465 0.053 0.542 0.205
Apriori-SD 8.50 1.71 1.642 0.094 0.688 0.802
Australian
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 3.58 2.92 23.178 0.171 0.783 0.930
CN2-SD 19.60 3.12 13.134 0.070 0.603 0.737
Apriori-SD 9.00 1.79 15.473 0.078 0.592 0.786
Balance
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 2.30 2.00 5.326 0.070 0.530 0.698
CN2-SD 10.80 1.76 8.371 0.055 0.478 0.555
Apriori-SD 10.00 1.98 10.814 0.070 0.431 0.814
Breast-w
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 2.90 2.38 22.722 0.162 0.846 0.955
CN2-SD 17.60 5.25 28.874 0.191 0.911 0.949
Apriori-SD 10.00 1.02 18.521 0.103 0.567 0.965
Bridges
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 2.60 2.51 0.928 0.036 0.698 0.935
CN2-SD 10.50 2.07 0.772 0.034 0.505 0.407
Apriori-SD 7.10 1.41 0.655 0.047 0.410 0.683
Bupa
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 3.46 2.22 0.886 0.029 0.903 0.624
CN2-SD 2.00 1.00 0.853 0.020 0.500 0.565
Apriori-SD 4.67 1.74 0.922 -0.004 0.514 0.485
Car
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 1.10 2.00 37.848 0.092 0.439 1.000
CN2-SD 13.40 2.81 31.240 0.075 0.627 0.728
Apriori-SD 5.00 1.06 21.700 0.051 0.367 0.899
Cleveland
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 1.40 3.00 10.034 0.135 0.681 0.860
CN2-SD 29.40 2.33 7.216 0.026 0.425 0.206
Apriori-SD 5.00 1.98 8.889 0.084 0.655 0.851
Diabetes
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 8.38 3.46 3.205 0.029 0.861 0.698
CN2-SD 25.20 2.27 4.569 0.029 0.515 0.725
Apriori-SD 9.20 1.90 4.849 0.039 0.290 0.803
Echo
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 3.62 2.35 1.293 0.043 0.628 0.757
CN2-SD 10.80 2.25 0.627 0.002 0.467 0.153
Apriori-SD 6.70 1.26 0.232 0.025 0.632 0.574
German
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 8.80 2.77 3.077 0.040 0.746 0.784
CN2-SD 26.60 5.10 4.004 0.022 0.416 0.712
Apriori-SD 6.10 1.58 3.856 0.039 0.306 0.746
Haberman
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 1.00 2.00 0.767 0.050 0.933 0.803
CN2-SD 2.00 1.00 1.543 0.009 0.500 0.673
Apriori-SD 2.00 1.50 1.100 0.023 0.772 0.817
Hayes-roth
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 1.20 2.00 1.102 0.022 0.117 0.400
CN2-SD 7.10 2.15 3.851 0.099 0.548 0.320
Apriori-SD 11.00 1.73 2.049 0.053 0.224 0.576
Heart
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 4.04 2.61 3.661 0.104 0.770 0.777
CN2-SD 23.20 1.81 4.705 0.094 0.594 0.800
Apriori-SD 10.00 1.97 5.281 0.083 0.592 0.831
Hepatitis
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 3.52 3.46 1.539 0.053 0.750 0.869
CN2-SD 14.00 2.87 1.909 0.035 0.604 0.637
Apriori-SD 10.00 2.13 1.516 0.044 0.431 0.632
Iris
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 4.50 2.54 9.199 0.187 0.987 0.983
CN2-SD 5.30 1.21 8.669 0.177 0.925 0.819
Apriori-SD 15.00 1.53 8.190 0.133 0.815 0.917
Led
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 4.70 3.37 17.227 0.064 0.786 0.624
CN2-SD 37.70 2.37 21.108 0.053 0.790 0.408
Apriori-SD 40.60 3.33 16.129 0.048 0.711 0.663
Tic-tac-toe
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 1.00 2.00 5.240 0.069 0.584 0.799
CN2-SD 20.90 2.81 8.946 0.043 0.325 0.755
Apriori-SD 10.00 1.81 3.403 0.038 0.293 0.762
Vote
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 1.10 2.05 21.974 0.217 0.946 0.979
CN2-SD 8.00 1.79 18.830 0.176 0.858 0.932
Apriori-SD 10.00 1.44 17.060 0.147 0.800 0.930
Wine
Algorithm nr nv SIGN WRAcc SUP CNF
NMEEF-SD 3.62 2.35 6.242 0.107 0.827 0.920
CN2-SD 6.00 2.79 10.256 0.181 0.863 0.957
Apriori-SD 15.00 2.10 8.687 0.140 0.742 0.934