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Found 176 Documents (Results 1–100)

An introduction to statistical learning. With applications in Python. (English) Zbl 07724265

Springer Texts in Statistics. Cham: Springer (ISBN 978-3-031-38746-3/hbk; 978-3-031-39189-7/pbk; 978-3-031-38747-0/ebook). xv, 60 p. (2023).
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Thinking data science. A data science practitioner’s guidebook. (English) Zbl 07566650

The Springer Series in Applied Machine Learning. Cham: Springer (ISBN 978-3-031-02362-0/hbk; 978-3-031-02365-1/pbk; 978-3-031-02363-7/ebook). xx, 358 p. (2023).
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Two-level regression method using ensembles of trees with optimal divergence. (English. Russian original) Zbl 07427869

Dokl. Math. 104, No. 1, 212-215 (2021); translation from Dokl. Ross. Akad. Nauk, Mat. Inform. Protsessy Upr. 499, 63-66 (2021).
MSC:  68Txx 62-XX 62Jxx
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An introduction to statistical learning. With applications in R. 2nd edition. (English) Zbl 1469.62002

Springer Texts in Statistics. New York, NY: Springer (ISBN 978-1-0716-1417-4/hbk; 978-1-0716-1420-4/pbk; 978-1-0716-1418-1/ebook). xv, 607 p. (2021).
MSC:  62-01 62C99 68T05
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Comparison of fuzzy integral-fuzzy measure based ensemble algorithms with the state-of-the-art ensemble algorithms. (English) Zbl 1512.68329

Medina, Jesús (ed.) et al., Information processing and management of uncertainty in knowledge-based systems. Theory and foundations. 17th international conference, IPMU 2018, Cádiz, Spain, June 11–15, 2018, Proceedings. Part I. Cham: Springer. Commun. Comput. Inf. Sci. 853, 329-341 (2018).
MSC:  68T37 28E10 68T05
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Evidential bagging: combining heterogeneous classifiers in the belief functions framework. (English) Zbl 1512.68290

Medina, Jesús (ed.) et al., Information processing and management of uncertainty in knowledge-based systems. Theory and foundations. 17th international conference, IPMU 2018, Cádiz, Spain, June 11–15, 2018, Proceedings. Part I. Cham: Springer. Commun. Comput. Inf. Sci. 853, 297-309 (2018).
MSC:  68T05 62H30 68T37
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Predictive statistics. Analysis and inference beyond models. (English) Zbl 1431.62003

Cambridge Series in Statistical and Probabilistic Mathematics 46. Cambridge: Cambridge University Press (ISBN 978-1-107-02828-9/hbk; 978-1-139-23600-3/ebook). xiii, 642 p. (2018).
MSC:  62-02 62A01 62M20
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Actively balanced bagging for imbalanced data. (English) Zbl 1461.68173

Kryszkiewicz, Marzena (ed.) et al., Foundations of intelligent systems. 23rd international symposium, ISMIS 2017, Warsaw, Poland, June 26–29, 2017. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10352, 271-281 (2017).
MSC:  68T05 62H30
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An introduction to statistical learning. With applications in R. (English) Zbl 1281.62147

Springer Texts in Statistics 103. New York, NY: Springer (ISBN 978-1-4614-7137-0/hbk; 978-1-4614-7138-7/ebook). xiv, 426 p. (2013).
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