https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-9b1d9077-f41c-41ae-b789-a81ef87cfe64/image0_ClusteringUsingOPTICS300x300.png
Use the density-based clustering algorithm OPTICS to analyze groups within a dataset.
Clustering using OPTICS by MAQ Software analyzes and identifies data clusters. The algorithm relies on density-based clustering, allowing users to identify outlier points and closely-knit groups within larger groups. This visual includes adjustable clustering parameters to control hierarchy depth and cluster sizes. R package dependencies (auto-installed): Dbscan, plotly, ggplot2.
Key features:
- Data is scaled and pre-processed automatically, eliminating the need to do so externally.
- Hover tooltips and zoom effects.
- Capability to manually adjust the parameters of the clustering model.
For any feature requests or questions about this visual, please send an e-mail to our team at support@maqsoftware.com.
视觉对象功能
使用此视觉对象时,它
- 可以访问外部服务或资源
概览
https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-9b1d9077-f41c-41ae-b789-a81ef87cfe64/image1_ClusterUsingOPTICS1.png
https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-9b1d9077-f41c-41ae-b789-a81ef87cfe64/image1_ClusterUsingOPTICS1.png
https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-9b1d9077-f41c-41ae-b789-a81ef87cfe64/image2_ClusterUsingOPTICS2.png
https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-9b1d9077-f41c-41ae-b789-a81ef87cfe64/image3_ClusterUsingOPTICS3.png
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