Influence of outliers on predictive models
Assume you want to add the variable "maximum donation last year" to the basetable. There is one very rich donor that donated 100 000 Euro last year, while all other donations are between 10 and 150 Euro.
Should this donor be considered as an outlier?
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Intermediate Predictive Analytics in Python
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