Classification Models in Python and R

Logistic Regression

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

K-Nearest Neighbors

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

Support Vector Machine (SVM)

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

Kernel SVM

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

Naive Bayes

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

Decision Tree Classification

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

Random Forest Classification

In Python:

This slideshow requires JavaScript.

In R:

This slideshow requires JavaScript.

Evaluating Classification Model Performance

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

Advertisement

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s

This site uses Akismet to reduce spam. Learn how your comment data is processed.

%d bloggers like this: