462 search results - page 18 / 93 » Learning DNF by Decision Trees |
ALGORITHMICA
1998
15 years 5 months ago
1998
165
click to vote
COLT
1992
Springer
15 years 10 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...
159
click to vote
ICTAI
1999
IEEE
15 years 10 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...
169
click to vote
PKDD
2005
Springer
15 years 11 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...
162
click to vote
JMLR
2002
15 years 5 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...