MODE 发表于 2025-3-26 23:29:51

Sadhan Kumar Ghosh,Sannidhya Kumar Ghoshes, the clusters may or may not correspond with the physical classes. Cluster partitions may be mathematically represented by sets, partition matrices, and/or cluster prototypes. Sequential clustering (single linkage, complete linkage, average linkage, Ward’s method, etc.) is easily implemented but

Gustatory 发表于 2025-3-27 02:09:46

Thomas A. RunklerA comprehensive introduction.Enabling the reader to design and implement data analytics solutions for real-world applications.Written by a researcher from industry with substantial experience with rea

金丝雀 发表于 2025-3-27 07:51:01

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monochromatic 发表于 2025-3-27 11:46:45

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书法 发表于 2025-3-27 16:03:05

Springer Fachmedien Wiesbaden 2016

无能力 发表于 2025-3-27 18:21:17

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Phagocytes 发表于 2025-3-27 21:58:24

Data and Relations,nted for because certain mathematical operations are only appropriate for specific scales. Numerical data can be represented by sets, vectors, or matrices. Data analysis is often based on dissimilarity measures (like matrix norms, Lebesgue/Minkowski norms) or on similarity measures (like cosine, ove

gain631 发表于 2025-3-28 03:41:51

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LAPSE 发表于 2025-3-28 09:45:44

Data Visualization,. To visualize high-dimensional data, projection methods are necessary. We present linear projection (principal component analysis, Karhunen-Loève transform, singular value decomposition, eigenvector projection, Hotelling transform, proper orthogonal decomposition, multidimensional scaling) and nonl

防御 发表于 2025-3-28 10:24:50

Correlation,ependencies. Nonlinear correlation methods are able to detect nonlinear dependencies but need to be carefully parametrized. As a popular example for nonlinear correlation we present the chi-square test for independence that can be applied to continuous features using histogram counts. Nonlinear corr
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查看完整版本: Titlebook: Data Analytics; Models and Algorithm Thomas A. Runkler Textbook 20162nd edition Springer Fachmedien Wiesbaden 2016 data mining.knowledge di