Clustering in Machine Learning

Last updated Jul 23, 2020

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Tests: ✅ Results: Not yet automated

flowchart TD
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  1["ℹ️ Input Dataset\ncircles"];
  style 1 stroke:#2c3143,stroke-width:4px;
  10["Numeric Clustering"];
  2 -->|output| 10;
  11["Numeric Clustering"];
  2 -->|output| 11;
  12["Numeric Clustering"];
  3 -->|tabular| 12;
  13["Numeric Clustering"];
  3 -->|tabular| 13;
  14["Numeric Clustering"];
  3 -->|tabular| 14;
  15["Scatterplot with ggplot2"];
  5 -->|outfile| 15;
  275528af-4af3-4dc6-a958-737f4d2f89bd["Output\nheirarchical_clustering_circles"];
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  16["Scatterplot with ggplot2"];
  6 -->|outfile| 16;
  870b03ca-6b2c-42ab-bbcc-6c4bbecf8ea9["Output\nkmeans_clustering_circles"];
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  17["Scatterplot with ggplot2"];
  7 -->|outfile| 17;
  9664ba05-4664-4ceb-8f93-0974b20bf9e1["Output\ndbscan_clustering_circles"];
  17 --> 9664ba05-4664-4ceb-8f93-0974b20bf9e1;
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  18["Scatterplot with ggplot2"];
  9 -->|outfile| 18;
  d82a4483-7f38-4614-96b4-2a9b3316c808["Output\nheirarchical_clustering_moon"];
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  10 -->|outfile| 19;
  00c0ca58-4ee5-4606-8c1b-c172431e5dbd["Output\ndbscan_clustering_moon"];
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  2["ℹ️ Input Dataset\nmoon"];
  style 2 stroke:#2c3143,stroke-width:4px;
  20["Scatterplot with ggplot2"];
  11 -->|outfile| 20;
  5717bf22-83e3-46a2-8f6d-12a1fa41439b["Output\nkmeans_clustering_moon"];
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  21["Scatterplot with ggplot2"];
  12 -->|outfile| 21;
  0ace8714-ff3a-4efd-a649-70924b1e6230["Output\nheirarchical_clustering_iris"];
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  13 -->|outfile| 22;
  e6f69d7d-c9e3-4023-8daf-87f6b0afc3fd["Output\nkmeans_clustering_iris"];
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  23["Scatterplot with ggplot2"];
  14 -->|outfile| 23;
  119d1cde-567a-47f0-99de-00d3557c38a2["Output\ndbscan_clustering_iris"];
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  style 119d1cde-567a-47f0-99de-00d3557c38a2 stroke:#2c3143,stroke-width:4px;
  3["Convert CSV to tabular"];
  0 -->|output| 3;
  4["Scatterplot with ggplot2"];
  1 -->|output| 4;
  5["Numeric Clustering"];
  1 -->|output| 5;
  6["Numeric Clustering"];
  1 -->|output| 6;
  7["Numeric Clustering"];
  1 -->|output| 7;
  8["Scatterplot with ggplot2"];
  2 -->|output| 8;
  9["Numeric Clustering"];
  2 -->|output| 9;