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Clustering using OPTICS by MAQ Software
بواسطة MAQ LLC
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.
القدرات المرئية
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لمحة سريعة
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https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-29ea50f2-08dd-41bc-b8f0-1c8f6801f107/image1_ClusterUsingOPTICS1.png
https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-29ea50f2-08dd-41bc-b8f0-1c8f6801f107/image2_ClusterUsingOPTICS2.png
https://catalogartifact.azureedge.net/publicartifacts/maqsoftware1587623472284.clusteringusingopticsbymaqsoftware-29ea50f2-08dd-41bc-b8f0-1c8f6801f107/image3_ClusterUsingOPTICS3.png
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