60 search results - page 3 / 12 » Generalization and Decision Tree Induction: Efficient Classi... |
82
Voted
JMLR
2002
14 years 10 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...
92
Voted
MLDM
2009
Springer
15 years 5 months ago
2009
Springer
In a world where massive amounts of data are recorded on a large scale we need data mining technologies to gain knowledge from the data in a reasonable time. The Top Down Induction...
103
Voted
IFIP12
2008
15 years 8 days ago
2008
Top Down Induction of Decision Trees (TDIDT) is the most commonly used method of constructing a model from a dataset in the form of classification rules to classify previously unse...
75
Voted
CIKM
2001
Springer
15 years 2 months ago
2001
Springer
Scalable data mining in large databases is one of today's challenges to database technologies. Thus, substantial effort is dedicated to a tight coupling of database and data ...
63
Voted
KDD
1998
ACM
15 years 3 months ago
1998
ACM
WHIRL is an extensionof relational databasesthat canperform "soft joins" basedon the similarity of textual identifiers;thesesoftjoins extendthe traditional operationof j...