giotto-ai/giotto-tda

Statistical test for mapper

hellorp1990 opened this issue · 0 comments

Hi,
I am new to the TDA-Mapper area. I was experimenting with mapper on some of my data (e.g., 7 features after feature selection and outcome/label is binary: 1 or 0) and found some interesting patterns with respect to color variables (outcome/label) and also coloring patterns of mapper graph with respect to individual 7 features. I am right now visualizing the mapper graphs to understand the difference and association of each feature with the outcome/label, but Is there any statistical test to perform on the graph for statistical analysis or show some numbers/values other than visualization?

Thank you in advance.