Classification (generalized linear mixed models)
For categorical targets, this displays the cross-classification of observed versus predicted values in a heat map, plus the overall percent correct.
Table styles. There are several different display styles, which are accessible from the Style dropdown list.
- Row percents. This displays the row percentages (the cell counts expressed as a percent of the row totals) in the cells. This is the default.
- Cell counts. This displays the cell counts in the cells. The shading for the heat map is still based on the row percentages.
- Heat map. This displays no values in the cells, just the shading.
- Compressed. This displays no row or column headings, or values in the cells. It can be useful when the target has a lot of categories.
Missing. If any records have missing values on the target, they are displayed in a (Missing) row under all valid rows. Records with missing values do not contribute to the overall percent correct.
Multiple targets. If there are multiple categorical targets, then each target is displayed in a separate table and there is a Target dropdown list that controls which target to display.
Large tables. If the displayed target has more than 100 categories, no table is displayed.