Rational Polynomial Regression

heal-research / HeuristicLab

HeuristicLab - An environment for heuristic and evolutionary optimization

https://dev.heuristiclab.com

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Rational Polynomial Regression #2983

Open HeuristicLab-Trac-Bot opened 5 years ago

HeuristicLab-Trac-Bot commented 5 years ago

Issue migrated from trac ticket # 2983

milestone: HeuristicLab 3.3.17 | component: Algorithms.DataAnalysis | priority: medium

2019-01-10 15:32:33: @gkronber created the issue

With rational polynomials we have some control over the extrapolation behavior.

Should be easy to implement for uni-variate functions. Probably, more difficult for multi-variate problems.

Could be interesting as a base-learner for GAM.

Also see Barycentric fitting in alglib

HeuristicLab-Trac-Bot commented 5 years ago

heal-research / HeuristicLab

Rational Polynomial Regression #2983

2019-01-10 15:32:33: @gkronber created the issue

2019-04-14 21:17:44: @gkronber changed milestone from HeuristicLab 3.3.16 to HeuristicLab 3.3.17