What are the models utilized in SVM, Linear Regression, Logistic Regression, Decision Tree Classifier, and Decision Tree Regressor?

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The models utilized in each algorithm are:

1. SVM (Support Vector Machine):

   • Linear SVM model
   • Non-Linear SVM model (using polynomial, Gaussian radial basis function, or sigmoid kernel)

2. Linear Regression:

   • Linear Regression model

3. Logistic Regression:

   • Logistic Regression model

4. Decision Tree Classifier:

   • Decision Tree model

5. Decision Tree Regressor:

   • Decision Tree model (for regression problems, instead of classification problems)