Transcription of Boosted Partial Least-Squares Regression
{{id}} {{{paragraph}}}
Example: bankruptcy
Boosted Partial Least-Squares Regression
'&$% Boosted PLS Regression : S eminaire F enelon 2008-1 Boosted Partial Least-SquaresRegressionJean-Fran cois DurandMontpellier II University, FranceE-Mail: site: '&$% Boosted PLS Regression : S eminaire F enelon Machine Learning versus Data Mining The data mining prediction process Partial Least-Squares Boosted by introduction to splines Few words on smoothing splines Regression splines Two sets of basis functions Bivariate Regression splines Least-Squares Splines Penalized PLS Regression What isL2 Boosting? Ordinary PLS viewed as aL2 Boost algorithm The linear PLS Regression : algorithm and model The building-model stage: choosing M PLS Splines (PLSS): a main effects additive model The PLSS model Choosing the tuning parameters Example 1: Multi-collinearity and outliers, the orange juice data Example 2: The Fisher iris data revisited by PLS boosting MAPLSS to capture interactions The ANOVA type model for main effects and interactions The building-model stage Example 3: Comparison between MAPLSS, MARS and BRUTO on s
Boosted PLS Regression: S¶eminaire J.P. F¶enelon 2008-6II. Short introduction to splines Few words on smoothing splines Consider the signal plus noise model
Loading..
Tags:
Information
Domain:
Source:
Link to this page:
Please notify us if you found a problem with this document:
Related search queries
An Introduction to Splines, Introduction 2, An Introduction to Splines 2, Using and interpreting restricted cubic splines, Introduction Splines, Subaru Lineartronic CVT Introduction, Introduction, Lead Screws, Ball Screws and Ball Splines, OXY/ACETYLENE WELDING AND CUTTNG, AN INTRODUCTION, Splines, Numerical