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A brief understanding of svm and its changing traits from linear to non-linear data

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An insights to SVM

Requirements:

  • python

The Model:

  • Analysis of SVM in 3 types of DATA i.e for linear to almost linear to a non linear data.
  • visualization of classification and margin error.
  • understanding the importance of support vectors.
  • applied kernal and plotted decision boundary.
  • compared various accuracy score.

Instructions:

  • just give time and understand ITS BEAUTY.

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A brief understanding of svm and its changing traits from linear to non-linear data

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