| |
n
|
p
|
J
|
RF
|
RFopt
|
SRF
|
|---|
|
BreastCancer
|
683
|
10
|
2
|
2.59
|
2.50
|
2.28
|
|
DNA
|
3186
|
180
|
3
|
3.03
|
2.79
|
2.34
|
|
Esophagus
|
3127
|
28
|
2
|
18.33
|
17.81
|
18.27
|
|
Glass
|
214
|
9
|
6
|
6.16
|
6.20
|
5.78
|
|
HouseVotes84
|
232
|
16
|
2
|
5.85
|
4.82
|
4.41
|
|
Hypothyroid
|
2000
|
24
|
2
|
1.20
|
1.18
|
1.14
|
|
Ionosphere
|
351
|
34
|
2
|
5.76
|
5.28
|
5.14
|
|
PimaIndiansDiabetes
|
768
|
8
|
2
|
15.69
|
15.66
|
16.21
|
|
Prostate
|
158
|
20
|
2
|
15.81
|
15.83
|
16.02
|
|
Satellite
|
6435
|
36
|
6
|
2.30
|
1.98
|
1.92
|
|
SickEuthyroid
|
2000
|
24
|
2
|
2.51
|
2.35
|
2.30
|
|
Sonar
|
208
|
60
|
2
|
12.91
|
12.46
|
9.73
|
|
SouthAfricanHeart
|
462
|
9
|
2
|
19.69
|
19.34
|
19.86
|
|
Soybean
|
562
|
35
|
15
|
0.82
|
0.71
|
0.77
|
|
Spam
|
4601
|
57
|
2
|
4.39
|
4.18
|
3.74
|
|
Vehicle
|
846
|
18
|
4
|
7.51
|
8.81
|
6.82
|
|
Vowel
|
990
|
10
|
11
|
2.66
|
1.81
|
1.09
|
|
WisconsinBreast
|
699
|
10
|
2
|
3.13
|
3.05
|
3.07
|
|
Zoo
|
101
|
16
|
7
|
1.53
|
0.51
|
1.30
|
|
aging
|
29
|
8740
|
3
|
16.64
|
16.96
|
16.54
|
|
brain
|
42
|
5597
|
5
|
8.32
|
7.07
|
7.99
|
|
colon
|
62
|
2000
|
2
|
12.88
|
12.78
|
12.78
|
|
leukemia
|
72
|
3571
|
2
|
4.06
|
3.95
|
2.45
|
|
lymphoma
|
62
|
4026
|
3
|
2.71
|
2.62
|
2.31
|
|
prostate
|
102
|
6033
|
2
|
8.36
|
8.25
|
5.85
|
|
srbct
|
63
|
2308
|
4
|
3.62
|
3.70
|
2.45
|
|
mlb.cassini
|
250
|
2
|
3
|
0.92
|
0.55
|
0.62
|
|
mlb.circle
|
250
|
2
|
2
|
5.27
|
4.59
|
4.26
|
|
mlb.cuboids
|
250
|
3
|
4
|
0.66
|
0.53
|
0.57
|
|
mlb.dnormals
|
250
|
2
|
2
|
6.24
|
6.30
|
6.31
|
|
mlb.ringnorm
|
250
|
20
|
2
|
10.71
|
10.17
|
4.83
|
|
mlb.shapes
|
250
|
2
|
4
|
0.87
|
0.70
|
0.52
|
|
mlb.smiley
|
250
|
2
|
4
|
0.51
|
0.26
|
0.58
|
|
mlb.spirals
|
250
|
2
|
2
|
1.66
|
0.72
|
0.18
|
|
mlb.threenorm
|
250
|
20
|
2
|
15.62
|
15.34
|
12.98
|
|
mlb.twonorm
|
250
|
20
|
2
|
8.50
|
7.87
|
4.31
|
|
mlb.waveform
|
250
|
21
|
3
|
9.34
|
9.47
|
7.83
|
|
mlb.xor
|
250
|
2
|
2
|
3.61
|
2.50
|
1.30
|
- Cross-validated and test-set Brier score performance (× 100) over 100 independent replications.
