interpretability


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in·ter·pret

 (ĭn-tûr′prĭt)
v. in·ter·pret·ed, in·ter·pret·ing, in·ter·prets
v.tr.
1. To explain the meaning of: The newspapers interpreted the ambassador's speech as an attempt at making peace. See Synonyms at explain.
2. To understand the significance of; construe: interpreted his smile to be an agreement; interpreted the open door as an invitation.
3. To present or conceptualize the meaning of by means of art or criticism: The actor interpreted the character with great subtlety.
4. To translate from one language into another: interpreted the ambassador's remarks for the assembly.
v.intr.
To serve as an interpreter for speakers of different languages.

[Middle English interpreten, from Old French interpreter, from Latin interpretārī, from interpres, interpret-, negotiator, explainer; see per- in Indo-European roots.]

in·ter′pret·a·bil′i·ty, in·ter′pret·a·ble·ness n.
in·ter′pret·a·ble adj.

interpretability

Suitability of imagery for interpretation with respect to answering adequately requirements on a given type of target in terms of quality and scale. a. poor--Imagery is unsuitable for interpretation to answer adequately requirements on a given type of target. b. fair--Imagery is suitable for interpretation to answer requirements on a given type of target but with only average detail. c. good--Imagery is suitable for interpretation to answer requirements on a given type of target in considerable detail. d. excellent--Imagery is suitable for interpretation to answer requirements on a given type of target in complete detail.
References in periodicals archive ?
Responses were used to improve the interpretability of the questionnaire and to help design the classification system (see Table 2) for the qualitative data produced from the closed-answer question.
As society automate more decisions, Interpretability is increasing important to ensure that the machine learning system can be trusted.
In addition, these approaches are also compatible with empirical rules typically used by clinicians for diagnosis (diabetic retinopathy grading based on, for example, the number of haemorrhages present), which offers a familiar context for decisions and improves interpretability of the AI outcome.
The GDPR's policy on the right of citizens to receive an explanation for algorithmic decisions highlights the pressing importance of human interpretability in algorithm design.
Another question concerns transparency and interpretability of the technology that firms are banking on.
When interpretability is important - for example, in many medical applications - you need a trained human in the decision-making loop.
The other filtering techniques like Wiener filter [12] is used to improve the interpretability or sensitivity of information to provide the better input.
To improve the interpretability of feature selection of gene, binary particle swarm optimization technique proposed [7].
After this transformation, Size was mean-centered to improve parameter interpretability.
In 2016, the RIDT segment is expected to account for the largest share of the traditional diagnostic tests market owing to factors such as its user-friendliness, rapid generation of results, and easy interpretability.
It is a good idea to examine several possible models and choose among them on the basis of interpretability, parsimony, and ease of variable acquisition.
Systematic review of the psychometric properties, interpretability and feasibility of self-report pain intensity measures for use in clinical trials in children and adolescents.