Split Cluster Return To Tree View

Most Improved Features (vs Parent)

(Largest Coefficients of Determination per feature)

Switch Feature Display

Info
Top n features with the largest change in mean value predicted by nodes in this cluster.

Sister Scores

Sample Scores

Switch Score Display

Info
Low-dimensional embedding colored by sample frequency.

  • Sample score: probability of encountering sample in a cluster node.
  • Sister score: probability of encountering sample in cluster node - probability of encountering sample in sister of a cluster node

Switch Local/Global

Info
Pairwise correlations of top n changed features.

  • Local correlations: correlation weighted by frequency of sample in this cluster and its sisters.
  • Global correlations: unweighted correlations of features. (use for comparison to local)

Cluster Probability Ratio

Info
Probability ratio of a sample encountering THIS node cluster given that it already encountered the OTHER node cluster.

Larger number means THIS cluster depends more on OTHER cluster.

This value sometimes produces counter-intuitive results, be careful interpreting it.