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Add topological sort max distance from source of strongly connected component as anomaly detection feature
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domains/anomaly-detection/documentation/Architecture.gv

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@@ -117,8 +117,13 @@ digraph AnomalyDetectionPipeline {
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Abstractness [label="Abstractness\n(Robert C. Martin)"];
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StronglyConnectedComponents[label="StronglyConnectedComponents\n(member count)"]
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WeaklyConnectedComponents [label="WeaklyConnectedComponents\n(median members size)"]
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TopologicalSort [label="TopologicalSort\n(max component distance from source)"]
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}
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// Inter graph algorithm feature connections
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StronglyConnectedComponents -> TopologicalSort
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WeaklyConnectedComponents -> TopologicalSort
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// Anomaly detection model area
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subgraph cluster_anomaly {
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label="Anomaly Detection Model";
@@ -158,6 +163,7 @@ digraph AnomalyDetectionPipeline {
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Abstractness -> AnomalyStandardizer;
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StronglyConnectedComponents -> AnomalyStandardizer;
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WeaklyConnectedComponents -> AnomalyStandardizer;
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TopologicalSort -> AnomalyStandardizer;
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// Proxy RandomForest used as a backing/tuning model for the Isolation Forest
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TuningAnomaly -> IsolationMinCluster;

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