https://github.com/chfuchte/textclassifier

a sklearn model, that gets a msg and classifies it into greeting, search, question and undefiend
https://github.com/chfuchte/textclassifier

python3 sklearn

Last synced: about 6 hours ago
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a sklearn model, that gets a msg and classifies it into greeting, search, question and undefiend

• Host: GitHub
• URL: https://github.com/chfuchte/textclassifier
• Owner: chfuchte
• Created: 2023-04-13T12:48:39.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-04-14T11:15:23.000Z (over 1 year ago)
• Last Synced: 2024-05-18T14:49:26.917Z (6 months ago)
• Topics: python3, sklearn
• Language: Python
• Homepage:
• Size: 20.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# textClassifier

## trainings data

The modell is basicly trained to classify a string/ a message into one of the following categories:

- greeting

- undefiend (*if the models proba is to low, the message gets the category "undefiend" or if there is a undefiend context*)

Therefor the modell is gets about 20 german sentences/ words/ messages and about 10 english sentences/ words/ messages for each category as trainings data. So 30 sentences/ messages per category, which comes to 120 messages as the basic data-

It is planned that you can improve the model by time