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Emotion Detection from Text | Machine Learning | React.js & PyScript.js

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jamal474/emotiontest

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Text Emotion Detection

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Description

Emotion detection using text This website is using a Machine Learning model that is trained using Scikit-learn's Linear Support Vector Classifier (linearSVC library).

  • The Model is using dataset collected by thecleverprogrammer.com.
  • Feature extraction was done using tf-idf vectorizer with 2-gram as parameter.
  • The testing Accuracy came out to be approximately 61%.

Live Project

Click Here

Technologies Used

ReactJS PyScript.js HTML CSS Python JavaScript

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