prVis: Polynomial-Based Visualization

The dataset contains information from patients who have underwent breast cancer surgery. In this dataset there are two classes, patients who have survived for less than 5 years after the surgery, and those who have survived more than 5 years. There are 306 rows and 4 columns: patient age at time of operation, patient year of operation, number of positive axillary nodes detected, and survival status.

It is hard to see patterns with any of the visualization tools, which suggests that we may need more than two dimensions to accurately predict on this problem, or that the information provided is not directly correlated with the classes that we are predicting.

prVis without labels