Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science (Bog, Hardback, Engelsk) af Stefan Riezler

Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science

(Bog, Hardback, Engelsk)
Forfattere: Stefan Riezler, Michael Hagmann

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Beskrivelse

The book focuses on model-based empirical methods where data annotations and model predictions are treated as training data for interpretable probabilistic models from the well-understood families of generalized additive models (GAMs) and linear mixed effects models (LMEMs).

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Alle detaljer

Forlag Springer International Publishing AG
Forfattere Stefan Riezler, Michael Hagmann
Type Bog
Format Hardback
Sprog Engelsk
Udgave Second Edition 2024
Udgivelsesdato 10-06-2024
Første udgivelsesår 2024
Serie Synthesis Lectures on Human Language Technologies
Illustrationer 61 Illustrations, color; 9 Illustrations, black and white; XVII, 168 p. 70 illus., 61 illus. in color.
Originalsprog Switzerland
Sideantal 168
Indbinding Hardback
Forlag Springer International Publishing AG
Sideoplysninger 168 pages, 61 Illustrations, color; 9 Illustrations, black and white; XVII, 168 p. 70 illus., 61 ill
Mål 240 x 168
ISBN-13 / EAN-13 9783031570643