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Exact(1)
Transparent models search for a balance between interpretability and accuracy.
Similar(59)
Hence, there is a trade-off between interpretability and prediction accuracy.
The results show that the proposed model has both good interpretability and accuracy.
The need for trading off interpretability and accuracy is intrinsic to the use of fuzzy systems.
This work presents a global approach to design data-driven FIS that satisfy certain interpretability and accuracy criteria.
The effectiveness of the membership functions in pattern classifications can be objectively measured in terms of interpretability and classification accuracy in the conformity of the decision boundaries to the inherent probabilistic decision boundaries of the training data.
Especially in the construction of a fuzzy system from a set of given training examples, little attention has been paid to the analysis of the trade-off between complexity and accuracy maintaining the interpretability of the final fuzzy system.
There was no relationship at all between confidence and accuracy.
Very different, between look and accuracy".
Find the compromise between distance and accuracy.
Know the difference between precision and accuracy.
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CEO of Professional Science Editing for Scientists @ prosciediting.com