Feature Attribution
Feature attribution is the process of determining the contribution of each feature in a machine learning model towards the model's output. It helps in understanding the importance of each feature in the decision-making process of the model. Feature attribution can be used to identify which features are most important in predicting a particular outcome, and can also be used to identify potential biases in the model. There are various methods for feature attribution, including but not limited to, Shapley values, LIME, and Integrated Gradients.
Your Previous Searches
Random Picks
- Variable-length Encoding: Variable-length encoding is a data compression technique that assigns shorter codes to more frequently occurring data values and longer codes to less frequently occurring data values. This technique is used to reduce the amount of storage s ... Read More >>
- Computer Vision: Computer Vision is a field of study that focuses on enabling computers to interpret and understand the visual world. It involves the development of algorithms and techniques that allow machines to analyze and extract information from images ... Read More >>
- Data-driven Decision Making: Data-driven decision making is the process of making decisions based on data analysis and interpretation. It involves collecting and analyzing data, identifying patterns and trends, and using this information to inform decision-making proce ... Read More >>
Top News
Tech giants see emissions surge 150 percent in 3 years amid AI boom: UN...
Artificial intelligence, cloud computing and data centres led to a spike in electricity demand between 2020 and 2023....
News Source: Al Jazeera English on 2025-06-06
‘Ghost networks' are harming patients, but attempts to eliminate them have fal...
Insurance companies often refer patients to lists of providers who are unreachable, out of network or don’t accept new patients....
News Source: NBC News on 2025-06-05
Palantir CEO Karp says AI is dangerous and 'either we win or China will win'...
Palantir CEO Alex Karp said the artificial intelligence arms race between the U.S. and China will culminate in one country coming out on top....
News Source: NBC News on 2025-06-05
Palantir has soared 74% this year alone. 3 reasons why it's been one of the worl...
Palantir was the second-most bought stock among retail traders in the last five days, according to a firm that tracks flows from individual investors....
News Source: Business Insider on 2025-06-05
Harris-Walz campaign may have been targeted by iPhone hackers, cybersecurity fir...
One of the few companies to specialize in iPhone cybersecurity said that it has uncovered evidence of a potentially groundbreaking hacking campaign....
News Source: NBC News on 2025-06-05