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 |
|
|
|
|
|
|
|
|
|