Regularization

Results: 577



#Item
441Econometrics / Numerical analysis / Limited-memory BFGS / Mathematical optimization / Mean squared error / Surrogate model / BFGS method / MATLAB / Regularization / Statistics / Estimation theory / Least squares

Package ‘SPOT’ July 2, 2014 Maintainer Martin Zaefferer License GPL (>= 2) Title Sequential Parameter Optimization Type Package

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 10:31:30
442Machine learning / Econometrics / Parametric statistics / Stability / Supervised learning / Generalization error / Linear regression / Regularization / Ensemble learning / Statistics / Regression analysis / Estimation theory

Index a tive learning, 181 denition, 12 Adaline, 35, 110 approximation, 27 versus generalization, 6268, 106

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Source URL: amlbook.com

Language: English - Date: 2014-10-09 01:00:43
443Parametric statistics / Estimation theory / Machine learning / Linear regression / Regularization / Degrees of freedom / Hat matrix / Statistics / Regression analysis / Econometrics

Notation · {· · · } |·| 

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Source URL: amlbook.com

Language: English - Date: 2014-10-09 00:34:07
444Econometrics / Statistical classification / Supervised learning / Generalization error / Regularization / VC dimension / Linear regression / Errors and residuals in statistics / Statistics / Machine learning / Regression analysis

Contents Prefa e vii 1 The Learning Problem

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Source URL: amlbook.com

Language: English - Date: 2014-10-09 00:34:07
445Matrices / Bayesian statistics / Degree / Graphical model / Adjacency matrix / Connectivity / Regularization / Dense graph / Covariance matrix / Statistics / Graph theory / Mathematics

The huge Package for High-dimensional Undirected Graph Estimation in R Tuo Zhao Kathryn Roeder ‡

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 12:08:53
446Econometrics / Estimation theory / Regularization / Parametric statistics / Elastic net regularization / Cross-validation / Degrees of freedom / Matrix / Linear regression / Statistics / Regression analysis / Machine learning

Package ‘quadrupen’ July 2, 2014 Type Package Title Sparsity by Worst-Case Quadratic Penalties Version[removed]Date[removed]

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Source URL: cran.r-project.org

Language: English - Date: 2014-07-02 16:11:23
447Econometrics / Parametric statistics / Elastic net regularization / Linear regression / Regularization / Least squares / Lasso / Ordinary least squares / Tikhonov regularization / Statistics / Regression analysis / Estimation theory

J. R. Statist. Soc. B[removed], Part 2, pp. 301–320 Regularization and variable selection via the elastic net Hui Zou and Trevor Hastie

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Source URL: www.math.mtu.edu

Language: English - Date: 2005-09-05 18:20:48
448Machine learning / Abstract algebra / Statistical classification / Estimation theory / Regularization / Support vector machine / Supervised learning / Stability / Tikhonov regularization / Algebra / Mathematics / Linear algebra

Computer Science and Artificial Intelligence Laboratory Technical Report MIT-CSAIL-TR[removed]CBCL-296 January 24, 2011

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Source URL: cbcl.mit.edu

Language: English - Date: 2011-05-07 15:23:18
449Regression analysis / Ensemble learning / Econometrics / Decision tree learning / Regularization / Random forest / ADAPA / Gradient boosting / Elastic net regularization / Statistics / Machine learning / Decision trees

From Trees to Forests and Rule Sets A Unified Overview of Ensemble Methods Giovanni Seni [removed] PDF Solutions, Inc., Santa Clara University

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Source URL: datamininglab.com

Language: English
450Curvelet / Analysis / Inverse problems / Mathematical analysis / Regularization

Texas Consortium for Computational Seismology Seventh Bi-Annual Research Meeting Thursday, March 20, 2014 8:00–8:30 8:30–9:00

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Source URL: www.beg.utexas.edu

Language: English - Date: 2014-03-19 10:44:07
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