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

  • Malicious Software: Malicious software, also known as malware, is any software intentionally designed to cause harm to a computer system, network, or device. Malware can take many forms, including viruses, worms, Trojans, ransomware, spyware, adware, and rootk ... Read More >>
  • Seasonal Pattern: Seasonal pattern refers to a predictable fluctuation in a time series that recurs or repeats over a one-year period or less. It is a type of pattern that occurs regularly within a specific time frame, such as a day, week, month, or quarter. ... Read More >>
  • Analytics Tools: Analytics tools refer to software applications that are used to collect, process, analyze, and visualize data. These tools are designed to help businesses and organizations make data-driven decisions by providing insights into their operati ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19