Decomposition Event Analysis
Static Cloudflare Pages-ready clustering and supervised classification dashboard. All models operate on the original 10D feature space.
CSV files
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Events
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Component rows
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Complete events
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Event labels
Recordings
Imputation summary
Filter event labels
Filter recordings
Filtered events
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Reducer
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Reducer details
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Silhouette score
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Adjusted Rand Index
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Clusters
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ARI is permutation-invariant: changing cluster ID numbers does not change the score.
Cluster x event label counts
Event-level results
Selected feature matrix
In-sample separability study: all 117 events are used for both fitting and evaluation.
A perfect score does not demonstrate performance on a new recording.
Model benchmark
Macro-F1 heatmap
Selected model
Accuracy
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Balanced accuracy
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Macro-F1
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Weighted-F1
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Correct events
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