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Text mining with machine learning : principles and techniques /

Bibliographic Details
Main Authors: Žižka, Jan (Author), Dařena, František, 1979- (Author), Svoboda, Arnošt, 1949- (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, 2020.
Subjects:
Machine learning.
Computational linguistics.
Semantics > Data processing.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Introduction to Text Mining with Machine Learning
  • 2. Introduction to R
  • 3. Structured Text Representations
  • 4. Classification
  • 5. Bayes Classifier
  • 6. Nearest Neighbors
  • 7. Decision Trees
  • 8. Random Forest
  • 9. Adaboost
  • 10. Support Vector Machines
  • 11. Deep Learning
  • 12. Clustering
  • 13. Word Embeddings
  • 14. Feature Selection.