Calculating average incidences

The most important column in the predictor insight graph table is the target incidence column. This column shows the average target value for each group.

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Introduction to Predictive Analytics in Python

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Anleitung zur Übung

Create a DataFrame basetable_income that only contains the variables target and income.
Group this DataFrame by income.
Calculate the average target incidence for each group in income.

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# Select the income and target columns
basetable_income = basetable[["____","____"]]

# Group basetable_income by income
groups = basetable_income.____("____")

# Calculate the target incidence and print the result
incidence = groups["____"].agg(Incidence = '____').reset_index()
print(incidence)

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