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Not only to make model predictions, but also to give reasons for the model to produce prediction results
There are more and more analytical models in the banking industry, and the algorithms used are also complex and diverse
Take into account the accuracy and interpretability of the model
Overall interpretability helps business personnel understand the important features of the model, and individual interpretability facilitates customer portraits and personalized precision marketing
Translatable Analysis Model
Complex deep neural network black box
xNN
GAMxNN
Multiple Algorithms
Model & Feature Comparison
Overall Interpretability
Individual Interpretability