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Machine Learning: End-to-End guide for Java developers
book

Machine Learning: End-to-End guide for Java developers

by Richard M. Reese, Jennifer L. Reese, Boštjan Kaluža, Dr. Uday Kamath, Krishna Choppella
October 2017
Intermediate to advanced
1159 pages
26h 10m
English
Packt Publishing
Content preview from Machine Learning: End-to-End guide for Java developers

Other optional enhancements

There are numerous improvements that can be made to the application. Many of these are user preferences and others relate to improving the results of the application. A GUI interface would be useful in many situations. Among the user options, we may want add support for:

  • Displaying individual tweets
  • Allowing null sub-topics
  • Processing other tweet fields
  • Providing list of topics or sub-topics the user can choose from
  • Generating additional statistics and supporting charts

With regard to process result improvements, the following should be considered:

  • Correct user entries for misspelling
  • Remove spacing around punctuation
  • Use alternate stop word removal techniques
  • Use alternate sentiment analysis techniques

The details of many of ...

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Publisher Resources

ISBN: 9781788622219Supplemental Content