Sentence examples for between accuracy and interpretability from inspiring English sources
As such it overcomes the trade-off between accuracy and interpretability of soil property predictions.
The main objective is to build fuzzy systems with a user-controllable trade-off between accuracy and interpretability.
Through the comparisons with other state of the art evolutionary fuzzy systems it was demonstrated that DECO3RUM achieves a fair balance between accuracy and interpretability, performing better than its Mamdani counterparts.
The proposed approach allows us to obtain systems with various levels of compromise between their accuracy and interpretability.
Experimental results show that better control can be achieved using a type-2 FLC with fewer fuzzy sets/rules so one benefit of type-2 FLC is a lower trade-off between modeling accuracy and interpretability.
Model accuracy and interpretability are two conflicting objectives, so interpretation preservation during adaptation in data-driven fuzzy system modelling is a challenging task, which has received much attention in fuzzy system modelling community.
Both sets of findings were then reordered and interpreted (ZH and JN) in a framework analysis that accounted for concepts of accuracy and interpretability which had been identified as two core second order concepts across both audiences.
