Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation (English)
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In:
Journal of computational and graphical statistics
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24
, 1
; 44
;
2015
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ISSN:
- Article (Journal) / Print
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Title:Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation
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Contributors:
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Published in:Journal of computational and graphical statistics ; 24, 1 ; 44
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Place of publication:Alexandria, Va.
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Publication date:2015
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Print
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Language:English
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Keywords:
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Table of contents – Volume 24, Issue 1
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Advances in Dendrogram Seriation for Application to VisualizationEarle, Denise / Hurley, Catherine B. et al. | 2015
- 26
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Visualizing Complex Data With Embedded PlotsGrolemund, Garrett / Wickham, Hadley et al. | 2015
- 44
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Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional ExpectationGoldstein, Alex / Kapelner, Adam / Bleich, Justin / Pitkin, Emil et al. | 2015
- 66
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Covariance-Guided Mixture Probabilistic Principal Component Analysis (C-MPPCA)Han, Chao / Leman, Scotland / House, Leanna et al. | 2015
- 84
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Integrating Data Transformation in Principal Components AnalysisMaadooliat, Mehdi / Huang, Jianhua Z. / Hu, Jianhua et al. | 2015
- 104
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Stable Estimation in Dimension ReductionWu, Wenbo / Yin, Xiangrong et al. | 2015
- 121
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High-Dimensional Fused Lasso Regression Using Majorization–Minimization and Parallel ProcessingYu, Donghyeon / Won, Joong-Ho / Lee, Taehoon / Lim, Johan / Yoon, Sungroh et al. | 2015
- 154
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A Multiobjective Exploratory Procedure for Regression Model SelectionSinha, Ankur / Malo, Pekka / Kuosmanen, Timo et al. | 2015
- 183
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Graphical Models for Ordinal DataGuo, Jian / Levina, Elizaveta / Michailidis, George / Zhu, Ji et al. | 2015
- 205
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A Localized Implementation of the Iterative Proportional Scaling Procedure for Gaussian Graphical ModelsXu, Ping-Feng / Guo, Jianhua / Tang, Man-Lai et al. | 2015
- 230
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Learning the Structure of Mixed Graphical ModelsLee, Jason D. / Hastie, Trevor J. et al. | 2015
- 254
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Image Denoising by a Local Clustering FrameworkMukherjee, Partha Sarathi / Qiu, Peihua et al. | 2015
- 274
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Spatially Weighted Principal Component Analysis for Imaging ClassificationGuo, Ruixin / Ahn, Mihye / Hongtu Zhu, Hongtu Zhu et al. | 2015
- 297
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Recent Publications in JSS| 2015