scientific article

zbMath1360.68666MaRDI QIDQ2810762

Rico Blaser, Piotr Fryzlewicz

Publication date: 6 June 2016

Full work available at URL: http://jmlr.csail.mit.edu/papers/v17/blaser16a.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

ensemble diversityfeature rotationsmooth decision boundary

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (7)

Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting ⋮ Unnamed Item ⋮ An enhanced random forest with canonical partial least squares for classification ⋮ Parallel orthogonal deep neural network ⋮ Unnamed Item ⋮ Unnamed Item ⋮ Regularizing axis-aligned ensembles via data rotations that favor simpler learners

Uses Software

• UCI-ml
• CRAN
• MersenneTwister
• Eigen
• GSL
• gbm
• AppliedPredictiveModeling
• randomForest
• ElemStatLearn
• extraTrees

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