AdaBoost
AdaBoost (Adaptive Boosting) is a machine learning algorithm that combines multiple weak classifiers to create a strong classifier. In AdaBoost, each weak classifier is trained on a subset of the data, and the algorithm assigns higher weights to misclassified samples in each iteration. The final classifier is a weighted sum of the weak classifiers, where the weights are determined by their accuracy. AdaBoost is particularly useful for classification problems with high-dimensional data and noisy data. It has been successfully applied in various fields, such as computer vision, speech recognition, and bioinformatics.
Your Previous Searches
Random Picks
- Gene Expression Analysis: Gene expression analysis is the process of measuring the activity of genes in a particular cell or tissue at a given time. This involves the use of various techniques to quantify the amount of messenger RNA (mRNA) produced by each gene, whi ... Read More >>
- Interactions: Interactions refer to the ways in which users engage with a system or application, and how the system responds to those actions. In data science and artificial intelligence, interactions are often analyzed to improve user experience and opt ... Read More >>
- Back-end Development: Back-end development refers to the server-side of web development where the focus is on building and maintaining the technology that powers the front-end of a website or application. This includes the server, database, and application logic ... Read More >>
Top News
Employees were already freaked out about AI — Amazon just proved them right...
Amazon CEO Andy Jassy acknowledged in a Tuesday statement what many workers have been scared of: Artificial intelligence will soon mean job cuts....
News Source: Business Insider on 2025-06-18
Trump’s purges come for the U.S.’ nuclear safety board...
Donald Trump’s efforts to strip federal agencies and commissions of their independence took an alarming step Monday, when the president fired one of the five commissioners who sit on the Nuclear Reg...
News Source: MSNBC on 2025-06-17
Amazon says it will reduce its workforce as AI replaces human employees | CNN Bu...
Amazon says it will reduce its workforce as AI replaces human employees | CNN Businesscnn.com...
News Source: CNN on 2025-06-17
Amazon’s Jassy says AI will reduce company’s corporate ranks...
Andy Jassy expects the company’s workforce to decline in the next few years....
News Source: Fortune on 2025-06-17
Bank of America is bullish on these 4 under-the-radar AI stocks...
Investors interested in the AI trade beyond the Magnificent Seven should look into these four stocks with breakout growth potential....
News Source: Business Insider on 2025-06-17