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In this project, I trained an SVM model to classify donors (By making a buy) and to answer the question "How likely would a donor donate the next time?" based on his/her Age and Income.

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taricov/R_SVM_Classifier

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SVM classifier using R and Tableau

In this project, I trained an SVM model to classify donors (By making a buy) and to answer the question "How likely would a donor donate the next time?" based on his/her Age and Income. I used R for that task, trained the model and when I came to a solution, I integrated R with Tableau to benefit from its powerful visuals, connecting both on an external server.

  • the .gif below is a visualization for the model's results, All correctly classified cases (rows) are in WHITE, others are in black.

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In this project, I trained an SVM model to classify donors (By making a buy) and to answer the question "How likely would a donor donate the next time?" based on his/her Age and Income.

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