Text mining with machine learning : principles and techniques / Jan Žižka, František Dařena, and Arnošt Svoboda

By:

Žižka, Jan [author.]

Contributor(s):

Material type: Text

TextPublisher: Boca Raton, Florida : CRC Press, 2020Description: xii, 351 pages ; illustrations ; 24 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9781032086217

Subject(s):

DDC classification:

006.312 Z699t 23

LOC classification:

Q325.5 .Z59

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Item type	Current library	Shelving location	Call number	Copy number	Status	Date due	Barcode
Books	Main Library	Circulation Section	CIR 006.312 Z699t 2020 (Browse shelf(Opens below))	1-1	Available		026208

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Previous	CIR 006.312 Sa316d 2017 Data science and analytics with python	CIR 006.312 St911w 2023 Web metrics for library and information professionals /	CIR 006.312 Y161i 2019 Introduction to algorithms for data mining and machine learning	CIR 006.312 Z699t 2020 Text mining with machine learning : principles and techniques /	CIR 006.31202402 St911p 2020 Practical data science for information professionals /	CIR 006.33 Ex718 2022 Expert system programming /	CIR 006.33 G746 2019 Governance models for creating public value in open data initiatives	Next

Includes bibliographical references and index.

Introduction to Text Mining with Machine Learning -- Introduction to R -- Structured Text Representations -- Classification -- Bayes Classifier -- Nearest Neighbors -- Decision Trees -- Random Forest -- Adaboost -- Support Vector Machines -- Deep Learning -- Clustering -- Word Embeddings -- Feature Selection.

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