Skip to main content

Table 1 Characteristics of datasets used in experiments

From: An experimental study of the intrinsic stability of random forest variable importance measures

ID Dataset Domain #Feature #Sample #Class OOB accuracy
1 yeast biology 8 1484 10 0.98
2 glass Physical 9 240 6 0.79
3 vote social 16 232 2 0.97
4 segment image 19 2310 7 0.98
5 mushroom biology 20 8124 2 1.00
6 soybean biology 35 307 19 0.93
7 splice biology 60 3175 4 0.43
8 sonar Physical 60 208 2 0.85
9 Madelon artificial 500 2600 2 0.73
10 SRBCT biology 2308 83 4 1.00
11 Leukemia1 biology 5327 72 3 0.94
12 DLBCL biology 5469 77 2 0.83
13 Tumors_9 biology 5726 60 9 0.51
14 Brain_Tumor1 biology 5920 90 5 0.83
15 Arcene biology 10000 100 2 0.79
16 Brain_Tumor2 biology 10367 50 4 0.74
17 Prostate_Tumor biology 10509 102 2 0.92
18 Tumors_11 biology 12533 174 11 0.88
19 Lung_Cancer biology 12600 203 5 0.92