This report contains:
- Default Distributions against time and score attributes,
- Score Distributions against time attribute,
- Population Stability Index (PSI),
- Distributions of all variables from card against time attribute,
- Detailed Points Analysis of each variable agains time attribute.
This time we need scoring card (classification model will be not enough) and 'applied' dataset with original target, score (points) and time attribute. The following script runs the wizard.
from base.report.statReport.ScoringCardStability import *
runScoringCardStability()
After running this code the wizard will appear where four kinds of parameters must be set:
- Data Source - general paremeters about analyzed data: alias, scored dataset, target attributes and positive target value
- Score Settings - intervals of score attribute
- PSI Settings - intervals of time attribute
- Scoring Card Settings - labels of charts and scoring card name.
After setting all the parameters just click 'Save settings & Run Report' button. If there are many variables report generating may take a few minutes.
