Searching for "Boosting Methods for Regression." – sorted by Relevance.
8 documents found, showing 1 through 8.
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Boosting Methods for Regression
- …Boosting Methods for Regression ∗ Machine Learning, 47, 153–200, 2002 c○ 2002 Kluwer Academic…
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Image Based Regression Using Boosting Method
- …Image Based Regression Using Boosting Method Shaohua Kevin Zhou, Bogdan Georgescu, Xiang Sean Zhou…
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Boosting Methodology for Regression Problems
- … received little investigation. In this paper we develop a new boosting method for regression problems. We…
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Smoothing with curvature constraints based on boosting techniques
- … by boosting techniques. Therefore, recently developed componentwise boosting methods for regression purposes…
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Boosting Methodology for Regression Problems
- … boosting method for regression problems. We cast the regression problem as a classification problem…
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A Gradient-Based Boosting Algorithm for Regression Problems
- … training error, and compare its performance to other regression methods. The aim of boosting algorithms…
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Conditional Density Learning via Regression with Application to Deformable Shape Segmentation
- … are more controllable. 3. Regression using boosting method We represent an object in an image I by a set…
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Consistency for L2Boosting and Matching Pursuit with Trees and Tree-type Basis Functions
- … classication. Friedman (2001) developed boosting methods for regression. He also considers the case where…
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