Classification Models in Python and R

Logistic Regression

In Python:

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In R:

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K-Nearest Neighbors

In Python:

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In R:

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Support Vector Machine (SVM)

In Python:

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In R:

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Kernel SVM

In Python:

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In R:

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Naive Bayes

In Python:

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In R:

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Decision Tree Classification

In Python:

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In R:

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Random Forest Classification

In Python:

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In R:

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Evaluating Classification Model Performance

Plots and observations forthcoming: model selection, overfitting, etc.

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