An integrated three-way clustering method based on a Spark platform and employing two-evaluation weight selection
A clustering method and clustering algorithm technology, applied in the direction of instruments, character and pattern recognition, computer components, etc., can solve the problems of not being able to show data objects, not being able to intuitively show the influence of objects on building clusters, etc. , to achieve the effect of improving algorithm efficiency, high robustness, and strong scalability
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0046] The technical solutions in the embodiments of the present invention will be described clearly and in detail below with reference to the drawings in the embodiments of the present invention. The described embodiments are only some of the embodiments of the invention.
[0047] The technical scheme that the present invention solves the problems of the technologies described above is:
[0048] figure 1 A kind of based on Spark platform that the present invention proposes adopts the weighted selection of two evaluations to integrate three clustering flow charts, and the self-defined partition stage carries out data partitioning to the input data set; by the K-Means clustering algorithm based on Spark, set The number of initial clusters and the number of iterations are used to generate initial cluster members; the labels of the initial cluster members are aligned, and then new cluster members are selected through two evaluations, where the first evaluation is to find a refer...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com