Geological data example

Data Description

The data set contains 9 variables with 442 samples. The target variable for prediction in the following example is 'Depth'. The variable is also used to visually evaluate sampling quality via distribution plot.

The following combinations of hyperparameters will be reviewed in this example:

• K2 metric;
• K2 metric with gaussian mixtures (GMM);
• K2 metric with GMM and logit nodes;
• K2 with initial structure.

K2 metric sampling example

Sampling with K2 + GMM example

Sampling with K2 + GMM + logit nodes example

K2 with initial structure sampling

Social data example