Interpretability delineates the passive feature of a learning model referring to the extent at which a given learning model makes sense to a user. When it comes to existing software, on the other hand, we tend to accept our engineering team’s failure to understand the code as a god-wrought catastrophe. Charging at complexity head-on is no longer a viable approach to improving Understandability. Talented engineers draw on their experience to express complex business problems in simple and elegant ways in both the software’s source code and architecture, creating an easier to understand software.

understandability meaning

Since the attacks there has been a lot of fear, and understandably so. The nursing staff, understandably enough, wanted to check his identity before prescribing the drugs. Add understandable to one of your lists below, or create a new one. Parts of it were regarded as understandable, such as the consoles and the pattern of the timber structure, but the totality of it was neglected. What is foolish about non-cooperators is not their preferences, which are perfectly understandable, but their principle of rational choice. It would have been perfectly understandable if the author had dealt first with being in general and, immediately afterwards, with categorial being.

Qualitative Characteristics of Accounting Information

For example, he may type cast to a wrong type, leading to a runtime problem. In case of abstractions with identical implementations, a modification in one of the abstractions needs to be duplicated across the other copies failing which a defect may occur. •Reusability—Duplicate abstractions often have slightly different implementations . The differences in implementations are usually due to the presence of context-specific elements embedded in the code. This makes the abstractions hard to reuse in other contexts; hence, reusability of the abstractions is impacted. •Reliability—When an abstraction “leaks” internal data structures, the integrity of the abstraction may be compromised, leading to runtime problems.

Understandability refers to a specific mode of communication between employers and employees that is compatible in terms of mutual expression of common goals, interests, and values while reflecting company standards and ideals. Every industry uses formalized language, and abbreviations, that creates a sense of general recognition among company members to effectively, and productively, execute duties, responsibilities, and tasks as required. Practical and effective communication, or its lack thereof, can be the ultimate difference between company success and failure. When your vacation kicks off with at least 11 hours on a plane, expectations are understandably high.

What is another word for understandability?

These examples are programmatically compiled from various online sources to illustrate current usage of the word ‘understandably.’ Any opinions expressed in the examples do not represent those of Merriam-Webster or its editors. What all of those IT use cases have in common is that someone, with a basic working knowledge of the system, needs to know exactly how the system behaved in a specific instance so that they can respond to it appropriately. This means we collect data about a predefined set of events, which tends to be about how the system is interacting with the world around it.

understandability meaning

In addition, their contributions are likely to further complicate the architecture because identifying the most effective way to implement a specific feature is difficult without a solid understanding of the overall architecture. Unfortunately, without intimate access to implementation details, this characteristic is very hard to determine. Understandability assumes that users of financial statements have reasonable background knowledge of business and economic activities. It requires the information presented in financial reports to be concise, complete and clear in presentation. However, understandability does not allow omission of information about any complex economic phenomena altogether from financial statements only due to its underlying complexity/difficulty.


Rtificial Intelligence has become an eminent part of automation in diverse domains. However, for the deployment of AI learning models in real life, understandability meaning AI still needs to overcome the “black box problem”. To tackle this problem, currently, AI researchers have dwelt in the field of eXplainable AI .

understandability meaning

This concept assumes a reasonable knowledge of business by the reader, but does not require advanced business knowledge to gain a high level of comprehension. Adherence to a reasonable level of understandability would prevent an organization from deliberately obfuscating financial information in order to mislead users of its financial statements. Whether self-triaging at the onset of symptoms or continuing research into a new or old diagnosis following clinical encounters, patients employ education materials for a variety of reasons.

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There are obviously specific signs for many words available in sign language that are more appropriate for daily usage. Growing use of IFRS across the globe facilitate comparison and understandability of between companies operating in different jurisdictions. Select the appropriate abstraction level for the expected summary. 2.Initially, David considered also the Database Subsystem and the Hardware Subsystem as relevant artifacts, because the quality of FRG depended on their characteristics.

understandability meaning

Write automated tests in the form of both unit-tests and system-tests to ensure that your engineering team can safely refactor that complexity away. Put in high-quality observability tools to help you gain a high-level understanding of the system. Automate your integration and deployment pipelines to enable you to improve and iterate fast. Do not bury the users of financial information with an excessive amount of detail.

How to say understandability in sign language?

The modular understandability of a service can also be limited if the service supports more than one distinct business concept. For example, a service called CustomerCheckingAccount that mixes the semantics of both a customer service and a checking account service also limits modular understandability. The modular understandability is especially important for services, because any unknown consumer can find and use a service at any time. If the service is not understandable from a functional perspective, the person deciding whether to use the service will have a difficult time making a decision. Timeliness is how quickly information is available to users of accounting information.

  • The more complex the software, the more expensive it will be to develop new features and the overall quality of the system will be lower.
  • This typically means that charts and tables take the place of text, or are at least the preferred form of presentation.
  • 1.David and Sean negotiated the quality of the software component called Financial Report Generator .
  • In this article, I put forward various XAI concepts which would be helpful to anyone who desires to work in the field of XAI.
  • Add understandably to one of your lists below, or create a new one.

Given some of the advantages of examples, this kind of reporting is understandable. All of these doubts are epistemologically permissible and quite understandable in view of the existing deep difficulties. The instructions must be understandable to those who are using the system for the first time. Strategies, standards, and supporting resources to make the Web accessible to people with disabilities. Content is easier to understand by users who are not familiar with the topic. Web accessibility is essential for people with disabilities and useful for all.

What are the Qualitative Characteristics of Accounting Information?

Clitics understandably come in for fuller treatment ( ) given the extensive attention they have attracted in recent years. The earliest of this musical research was understandably of a rather general nature. They are understandably conservative about making explicit pronouncements of declarative consciousness in other species. Households living in the hills are therefore understandably reluctant to use manure, and to a somewhat lesser extent crop residues, for fuel. Similarly, parents who are understandably worried about the influence of older peers in such neighborhoods may be overly restrictive and harsh in parenting their offspring. Given the scope of possible entries, the coverage is understandably uneven.