Sentence examples for transparent classification from inspiring English sources

Hyperbox classifiers are one of the most appealing and intuitively transparent classification schemes.

Nevertheless, when combined, the variables contribute to a plausible and transparent classification.

SCC aims to achieve three goals: (1) acquiring the robust classification and clustering simultaneously; (2) designing an effective and transparent classification mechanism; (3) revealing the underlying relationship between clusters and classes.

Third, the evaluation is transparent since the classification accuracy was examined as a function of feature set size (from top one to ten pathways, ranked by t-test on pathway-level aggregated data), instead of at a fixed arbitrary number of features, or an optimized number of features that results in the best performance in the validation dataset [ 8].

He added: "We have been open and transparent about the impact of classification on the NPD programme and is willing to assist Audit Scotland should they choose to undertake any further review".

"We will be drawing on some of these thoughts about transparency and robustness and athletes feeling that classification should be objective and transparent.

Since no explicit justification has been given for the correlation of the strata supposedly belonging to the Qigu Formation in the Turpan Basin, the assignment of rocks units exposed in the Flaming Mountains to this formation is not transparent [ 28], but our preliminary classification places both sites within the Qigu Formation.

Additional benefits of KBBN over KBSVM and KBANN include that KBBN can be easily used for multiclass problems, it provides estimates of the posterior probabilities of the classes, and the resulting classification function is more transparent and explainable.

He said: "What she has done and said to me and others is that she's aware of some athletes within the system who would like to see classification made more robust and transparent and she is pushing hard to advocate that".

With the renewed focus on family planning, a clear and transparent understanding is needed for the consistent classification of contraceptives, especially in the commonly used modern/traditional system.

Sacrificing the accuracy of classification, one benefits from the transparent meaning of the feature importance, which is simply the average misclassification error.