Unless explicitly designed to do so, the algorithm learns without concern for the human interpretability
of its work.
Second, we constrained our analysis to a small number of rules with few attributes to ease the interpretability
of the results.
236) The issue of whether the interpretability
of ASAs should be mandated to facilitate understanding involves a number of policy questions that are outside the scope of this Article.
In the authors' approach, the property of interpretability
can be described as above, that is, as the semantic contribution that the feature in question makes to the item that bears it.
As various authors have indicated, the decision on how many factors to retain cannot be based solely on the application of a given cut-off rule; other relevant statistical and theoretical aspects should be considered, such as the number of variables loading by factor and the meaning and interpretability
of the factor solution.
This is problematic because it challenges both the user friendliness of the scale and the interpretability
Crucially, Chomsky (2001: 5) couples together the properties of feature interpretability
and feature valuation by positing that a feature is uninterpretable if and only if it is also an unvalued feature (see (12c) above).
2) At the same time, two main goals are considered for rule extraction: one is maximizing accuracy and the other one is minimizing complexity, which means that a good interpretability
From the results of model 1, it is found that the exchange rate fluctuations of the lagged one-period and two-period returns have a significant and positive interpretability
on gold returns.
Manipulating item loading criteria increased factor interpretability
Although this transformation has long been standard procedure in analyzing proportional data in ecology, logistic regression has greater interpretability
and higher power than transformation in data containing binomial and non-binomial response variables (Warton & Hui 2011).
8220;The EO payload was an adaptation of HoodTech's field-proven Alticam 09EO1 product that offers National Imagery Interpretability
Rating Scale (NIIRS) level 9 for airborne imagery from a 4,200 ft slant range, along with a continuous zoom MWIR payload based upon our Alticam 09MWIR2 product.
In this multiply coded context, the very meaning of music as a genre unfolds in many heterogeneous directions, and for this reason, the intermediality of music needs to be seen as a broadening of its hermeneutic interpretability
is a very important property, and those traditional training methods for extracting fuzzy rules that suffer from lack of interpretability
have an unnecessary number of rules (Eftekhari et al.
We chose the final model containing three classes after considering the Model-Fit indices and the interpretability
of the results.