vertica / Machine-Learning-Examples

Vertica Machine Learning examples and example data.

Vertica Machine Learning Example Data

Use the data in this repository to complete the Machine Learning examples in the Vertica documentation.

Loading the data

To load the Machine Learning example data, run the following command in 'data' directory of the cloned repository:

$ vsql -f load_ml_data.sql

Alternatively, you can run the indiviudal commands in the SQL file to load a particular data set.

Machine Learning Examples

For complete examples of each of the Machine Learning function, see the following links:

• Data preparation
• k-means
• Linear Regression
• Logistic Regression
• Naive Bayes
• Random Forest
• SVM Classification
• SVM Regression

Reference Documentation

Vertica machine learning reference documentation