462 search results - page 18 / 93 » Learning DNF by Decision Trees |
ALGORITHMICA
1998
14 years 9 months ago
1998
COLT
1992
Springer
15 years 1 months ago
1992
Springer
We consider learning in situations where the function used to classify examples may switch back and forth between a small number of different concepts during the course of learnin...
ICTAI
1999
IEEE
15 years 2 months ago
1999
IEEE
This work deals with stability in incremental induction of decision trees. Stability problems arise when an induction algorithm must revise a decision tree very often and oscillat...
PKDD
2005
Springer
15 years 3 months ago
2005
Springer
Cost-sensitive decision tree and cost-sensitive naïve Bayes are both new cost-sensitive learning models proposed recently to minimize the total cost of test and misclassifications...
JMLR
2002
14 years 9 months ago
2002
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...