Trusted AI: The Science of Monotonicity in Neural Networks
Fico Collections
MARCH 22, 2021
The training of a monotonic neural network requires us to specify a polarity value for all the nodes, which constrains the relationship between the changes in the values of the two connected nodes. The polarities of the hidden nodes are set as part of the model training. Setting Model Constraints Properly.
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