Alternating tree-based classifiers and methods for learning them
Number of patents in Portfolio can not be more than 2000
United States of America Patent
Stats
-
Sep 24, 2002
Grant Date -
N/A
app pub date -
Dec 28, 1999
filing date -
Feb 9, 1999
priority date (Note) -
In Force
status (Latency Note)
Importance
Abstract
This invention provides methods and systems for classification of data instances using tree-based classifiers. Tree-based classifiers are first built according to a particular structure using a technique known as 'boosting' wherein simple rules are successively added to the tree-based classifier until the unit tree-based classifier exhibits satisfactory error performance. The resulting classifier can then accurately classify an instance of data submitted to it and the classifier can optionally provide a measure of confidence for the classification result produced by the tree-based classifier.
First Claim
Family
International Classification(s)
Cited Art Landscape
Patent Citation Ranking
Advertisement
Advertisement
Advertisement
Recipient Email Address
Recipient Email Address
Comment
Recipient Email Address
Add to Portfolio(s)
To add this patent to one, or more, of your portfolios, simply click the add button.
This Patent is in these Portfolios:
Add to additional portfolios:
Last Refreshed On:
Changes done successfully