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Predictor report details

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You can access a detailed report for a predictor from a model report. By viewing detailed statistical data for specific a predictor, you can assess that predictor's performance.

Histogram chart

By zooming into a predictor from a model report, you can inspect the correlation between the percentage of responses for each predictor bin and the associated propensity value.

Predictor performance data

Range/Symbols
The ranges for numeric predictors or the number of symbols for symbolic predictors.
Responses (%)
The percentage of all responses for a predictor bin.
# Positives
The number of positive responses for a predictor bin.
Positives (%)
The percentage of positive responses for a predictor bin.
# Negatives
The number of negative responses for a predictor bin.
Negatives (%)
The percentage of positive responses for a predictor bin.
Propensity (%)
The predicted likelihood of positive behavior (for example, the likelihood of a customer accepting an offer).
Z-Ratio
The difference between the propensity in a predictor bin and the overall propensity that is expressed in the number of standard deviations.
Lift
The propensity in a predictor bin divided by the overall propensity.

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