2 search results - page 1 / 1 » Avoiding Data Overfitting in Scientific Discovery: Experimen... |
ECAI
2004
Springer
13 years 8 months ago
2004
Springer
Functional genomics is a typical scientific discovery domain characterized by a very large number of attributes (genes) relative to the number of examples (observations). The dang...
KDD
2007
ACM
14 years 4 months ago
2007
ACM
We present DL8, an exact algorithm for finding a decision tree that optimizes a ranking function under size, depth, accuracy and leaf constraints. Because the discovery of optimal...