Research Article
Forest Pruning Based on Branch Importance
Table 1
The details of data sets used in this paper.
| Data set | #Attrs | #Size | #Cls |
| Australian | 226 | 70 | 24 | Autos | 205 | 26 | 6 | Backache | 180 | 33 | 2 | Balance-scale | 625 | 5 | 3 | Breast-cancer | 268 | 10 | 2 | Cars | 1728 | 7 | 4 | Credit-rating | 690 | 16 | 2 | German-credit | 1000 | 21 | 2 | Ecoli | 336 | 8 | 8 | Hayes-roth | 160 | 5 | 4 | Heart-c | 303 | 14 | 5 | Horse-colic | 368 | 24 | 2 | Ionosphere | 351 | 35 | 2 | Iris | 150 | 5 | 3 | Lymph | 148 | 19 | 4 | Page-blocks | 5473 | 11 | 5 | Pima | 768 | 9 | 2 | prnn-fglass | 214 | 10 | 6 | Vote | 439 | 17 | 2 |
|
|