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Interpretability
| AI Glossary |
The ability to understand the value and accuracy of system output. interpretability refers to the extent to which a cause and effect can be observed within 608 p t echn i cal g los sary a system or to which what is going to happen given a change in input or algorithmic parameters can be predicted. interpretability complements explainability.46
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Understand, английский
Algorithmic, английский
Parameters, английский
Параметры
Complements, английский
Взаимодополняющие позиции
Explainability, английский
A characteristic of an ai system in which there is provision of accompanying evidence or reasons for system output in a manner that is meaningful or understandable to individual users (as well as to developers and auditors) and reflects the system’s process for generating the output (e.g., what alternatives were considered, but not proposed, and why not).34
Complement, английский
- The complement of a subset of a given set is the collection of all elements of the set that are not elements of the subset.
- Дополнение
- Штат личного состава; комплект; состав; дополнение
- The number of persons in a ship`s crew, including officers.
- The number of officers and crew employed upon a vessel for its safe navigation and operation.
- / k?mpl?m?nt/ a substance which forms part of blood plasma and is essential to the work of antibodies and antigens verb / k?mpl?ment/ to complete something by providing useful or pleasing qualities which it does not itself have
- N дополнение; ком- племент1 phrase direct ~ прямое дополнение verbal ~ глагольное дополнение verb(al) phrase ~ дополнение глагольной со- ставляющей
- The proper number of men employed in any ship, either for navigation or battle. in navigation the complement of the course is what it wants of eight points; of latitude, what it is short of 90°. ( see co-latitude.)
- [1] the number of officers and crew required for safe operation and navigation of a merchantman. [2] the number of officers and ratings/enlisted required and authorized to form a warship’s company at full operational readiness.
- Дополнение; дополнительный код
- The color positioned directly across the color wheel from any color. each hue on the wheel has only one complement, which is also called its direct complement.
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Legacy systems, английский
Outdated systems still in operation that are hard to maintain owing to shortage of skill sets and obsolete architecture.47 machine learning (ml): the study or the application of computer algorithms that improve automatically through experience.48 machine learning algorithms build a model based on training data in order to perform a specific task, like aiding in prediction or decision-making processes, without necessarily being explicitly programmed to do so.
Intelligent sensing, английский
Utilizing advanced signal processing techniques, data fusion techniques, intelligent algorithms, and ai concepts to better understand sensor data for better integration of sensors and better feature extraction, leading to actionable knowledge that can be used in smart sensing applications.45
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