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Support Vector Machine - English

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Outline:
About Support Vector Machine
Introduction to Linear SVM 
Introduction to Non-Linear SVM
Explanation of the California Housing dataset
Importing necessary libraries
Loading the dataset
Label Encoding
Train and Test Split of dataset
Linear SVM classification model building
Model prediction and outcome
Evaluation for Linear SVM classification
Non-Linear (RBF) SVM classification model building
Model prediction and outcome
Evaluation for Non-Linear (RBF) SVM classification
Width:802 Height:602
Duration:00:09:49 Size:7.7 MB

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Pre-requisite

Support Vector Machine

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Slides

  • Slides_SVM/
  • Slides_SVM/images/
  • Slides_SVM/images/margin.png
  • Slides_SVM/images/Linear.png
  • Slides_SVM/SVMclassification.tex
  • Slides_SVM/FOSSEE-logo.png
  • Slides_SVM/st-logo.png
  • Slides_SVM/vit.png
  • Slides_SVM/SVMclassification.pdf
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