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Ch20: Communicate Model Insights (Presentations (feature types (Features…
Ch20: Communicate Model Insights
Presentations
struggle areas
most predictive
confusion matrix
feature types
Features that need to be changed and therefore require a re-run of the models
require further explanation
immutable features
mutable features
business problem
recommendations
unlocking holdout
check if model has mistakes
business problem first
problem guides the work
pre processing and model quality
confusion matrix analyzation
different threshold
overview of data preparation/cleaning
extract predictive possibilities
datarobot
areas where model struggles
internal data
external data