Interpretability
Interpretability refers to the ability to explain or understand the reasoning behind a decision made by a machine learning model. It is an important aspect of machine learning, especially in fields where the decisions made by the model can have significant consequences, such as healthcare or finance. Interpretability can be achieved through various methods, such as feature importance analysis, visualization of decision boundaries, or generating explanations for individual predictions. The goal of interpretability is to increase transparency and trust in machine learning models, as well as to identify and correct biases or errors in the model's decision-making process.
Your Previous Searches
Random Picks
- Markov Process: Markov Process is a stochastic process that satisfies the Markov property, which states that the future state of the process depends only on the present state and not on the past states. In other words, the probability distribution of the f ... Read More >>
- Real-time Data: Real-time data refers to data that is generated and processed at the same time, without any delay. This means that the data is available for analysis and decision-making as soon as it is generated. Real-time data is often used in applicatio ... Read More >>
- CRAN: CRAN stands for Comprehensive R Archive Network. It is a network of servers that store and distribute R packages, documentation, and other resources related to the R programming language. CRAN provides a centralized repository for R users t ... Read More >>
Top News
As the wildfires grew closer, people with disabilities say they often had to fen...
When people with disabilities aren’t included in disaster plans, the results can be deadly, advocates say. They advise that people make plans in case of wildfires or other emergencies....
News Source: CNN on 2025-01-18
These are Sam Altman's predictions on how the world might change with AI...
OpenAI CEO Sam Altman has made several predictions about where we're headed on AGI, superintelligence, agentic AI — and when we might get there....
News Source: Business Insider on 2025-01-18
How scientists with disabilities are making research labs and fieldwork more acc...
Disabled scientists are trying to make research labs and fieldwork more accessible...
News Source: ABC News on 2025-01-18
A battery plant fire in California started during a boom for energy storage...
A fire at a one of the world’s largest battery plants in California contained tens of thousands of lithium batteries that store power from renewable energy sources...
News Source: ABC News on 2025-01-17
A legendary investor who predicted the dot-com crash says there's a key ingredie...
"The markets, while high-priced and perhaps frothy, don't seem nutty to me," Howard Marks said....
News Source: Business Insider on 2025-01-17