Divisive


Divisive refers to a clustering algorithm that recursively divides data into smaller subsets based on a chosen criterion until each subset consists of only one data point. The algorithm starts with the entire dataset and splits it into two or more subsets based on the feature that maximizes the difference between the subsets. This process is repeated on each subset until a stopping criterion is met, such as a minimum subset size or a maximum number of iterations. Divisive clustering is a top-down approach that can handle large datasets and non-convex clusters. However, it is sensitive to the initial partition and the choice of the splitting criterion, which can lead to suboptimal results.


Your Previous Searches
Random Picks

  • Optimization Algorithm: An optimization algorithm is a procedure that is used to find the best solution or set of solutions among a large set of possible solutions to a given problem. In data science and artificial intelligence, optimization algorithms are used to ... Read More >>
  • RDDs: RDDs (Resilient Distributed Datasets) are a fundamental data structure in Apache Spark, which is a distributed computing framework for big data processing. RDDs are immutable, fault-tolerant collections of objects that can be processed in p ... Read More >>
  • Optical Character Recognition: Optical Character Recognition (OCR) is a technology that enables the recognition of printed or handwritten text characters by a computer. OCR systems use image processing techniques to analyze scanned images and extract text from them. The ... 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