06_Assessing_Effects_of_Single_Predictors_with_Delta-p

This workflow calculates the Delta-p statistics based on the coefficient statistics of a logistic regression model. The Delta-p statistics tells the effect of a single predictor column to the probability of the target column, for example, the effect of credit purpose to the probability of a bad credit rating. The comparison group can be an average data point, or a reference group in the predictor column.

External resources

• Scoring Metrics eBook
• Predict Creditworthiness with Delta-p in KNIME