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.
Bu egzersiz
Introduction to Predictive Analytics in Python
kursunun bir parçasıdırEgzersiz talimatları
- Create a DataFrame
basetable_incomethat only contains the variablestargetandincome. - Group this DataFrame by
income. - Calculate the average target incidence for each group in
income.
Uygulamalı interaktif egzersiz
Bu örnek kodu tamamlayarak bu egzersizi bitirin.
# 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)