{"product_id":"validity-reliability-and-significance-empirical-methods-for-nlp-and-data-science-9783031570643","title":"Validity, Reliability, and Significance: Empirical Methods for NLP and Data Science","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 168 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 10 June 2024\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThe 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).\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 240 x 168 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031570643\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: Second Edition 2024\u003c\/p\u003e","brand":"Stefan Riezler,Michael Hagmann","offers":[{"title":"Hardback","offer_id":47426765521146,"sku":"9783031570643","price":29.14,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1750473087024_book.jpg?v=1750541371","url":"https:\/\/shulphink.com\/products\/validity-reliability-and-significance-empirical-methods-for-nlp-and-data-science-9783031570643","provider":"Shulph Ink","version":"1.0","type":"link"}