The Model Effects tab contains the following elements:
This analysis clusters the frequency of occurrence of each individual predictor across the CVMC iterations of all of the methods as well as an overall frequency. Predictors occurring at the
top of the display occur most frequently and are likely the best predictors for the response. Study the
Heat Map and Dendrogram to see which methods chose which predictors most frequently.
Darker shades of gray indicate
higher frequencies. The
column dendrogram reveals which method behaved similarly in terms of choosing predictors. The
row dendrogram reveals which predictors entered methods with similar frequencies.