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--- |
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language: |
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- en |
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license: mit |
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pretty_name: F1 Decoherence Trigger Localization v0.1 |
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dataset_name: f1-decoherence-trigger-localization-v0.1 |
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tags: |
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- clarusc64 |
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- f1 |
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- telemetry |
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- reliability |
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- trigger-detection |
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task_categories: |
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- tabular-classification |
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size_categories: |
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- 1K<n<10K |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train.csv |
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- split: test |
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path: data/test.csv |
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--- |
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## What this dataset tests |
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Whether an intelligence system can identify the initiating disturbance that caused telemetry coherence to collapse across components. |
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The goal is not detecting failure. |
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The goal is identifying the trigger. |
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## Required outputs |
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- trigger_event |
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- trigger_lap |
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- initiating_component |
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- correlation_drop |
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- propagation_direction |
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- immediate_failure_risk |
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## Use case |
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Layer two of the Failure Cascade Graph trinity. |
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Used for: |
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- predictive failure analysis |
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- telemetry root-cause detection |
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- race engineering diagnostics |
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## Evaluation |
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The scorer checks: |
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- numeric validity |
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- presence of all required fields |
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- structural correctness |
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- trigger identification completeness |
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