945 search results - page 7 / 189 » Improved Boosting Algorithms using Confidence-Rated Predicti... |
89
Voted
COLT
2008
Springer
15 years 2 months ago
2008
Springer
Boosting algorithms build highly accurate prediction mechanisms from a collection of lowaccuracy predictors. To do so, they employ the notion of weak-learnability. The starting po...
106
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IR
2010
14 years 11 months ago
2010
Abstract We present a new ranking algorithm that combines the strengths of two previous methods: boosted tree classification, and LambdaRank, which has been shown to be empiricall...
105
Voted
ICML
1999
IEEE
16 years 1 months ago
1999
IEEE
The applicationofboosting procedures to decision tree algorithmshas been shown to produce very accurate classi ers. These classiers are in the form of a majority vote over a numbe...
152
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SDM
2012
SIAM
13 years 3 months ago
2012
SIAM
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
122
Voted
SBACPAD
2007
IEEE
15 years 7 months ago
2007
IEEE
The necessity of devising novel thread-level speculation (TLS) techniques has become extremely important with the growing acceptance of multi-core architectures by the industry. H...