New Part MTBF Prediction (Technical Specification)
The widgets on the New Part MTBF Prediction dashboard are separated into three mini-dashboards:
• MTBF New Part Prediction Summary — A summary of all clusters that are assigned to the new parts that are being added to the system
• MTBF Feature Importance — All of the key features that are governing the MTBF
• MTBF New Part Prediction Details — All of the key attributes for each part that have an impact in the MTBF prediction
MTBF New Part Prediction Summary
The data used to generate this mini-dashboard is based on the following:
Analytical Object | AO_PAI_ML_MTBF_NewPartPrediction | ||||||||||||||||||||||||
Query Object | QO_PAI_ML_MTBF_NewPartPrediction | ||||||||||||||||||||||||
Data Source | PAI Machine Learning | ||||||||||||||||||||||||
Cab File | MeanTimeBetweenFailure.cab | ||||||||||||||||||||||||
Parameters | None | ||||||||||||||||||||||||
Predecessor Jobs | None | ||||||||||||||||||||||||
Build Type | None | ||||||||||||||||||||||||
Build Frequency | None | ||||||||||||||||||||||||
• Anomaly • Confidence • Cluster • Part • Partcustom1 • Partcustom7 • Partcustom10 • Partcustom13 • Partcustom14 • Partcustom15 • Part Description • Part Name4 • Part Repairable • PProcurement | |||||||||||||||||||||||||
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These are the Measures that are available for this dashboard:
MTBF Feature Importance
The data used to generate this mini-dashboard is based on the following:
Analytical Object | AO_PAI_ML_MTBF_FeatureImportance | ||||||
Query Object | QO_PAI_ML_MTBF_FeatureImportance | ||||||
Data Source | PAI Machine Learning | ||||||
Cab File | MeanTimeBetweenFailure.cab | ||||||
Profiles | None | ||||||
Parameters |
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Predecessor Jobs | None | ||||||
Build Type | None | ||||||
Build Frequency | None | ||||||
• Feature | |||||||
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MTBF New Part Prediction Details
The data used to generate this mini-dashboard is based on the following:
Analytical Object | AO_PAI_ML_MTBF_NewPartPrediction | ||||||||||||||||||||||||
Query Object | QO_PAI_ML_MTBF_NewPartPrediction | ||||||||||||||||||||||||
Data Source | PAI Machine Learning | ||||||||||||||||||||||||
Cab File | MeanTimeBetweenFailure.cab | ||||||||||||||||||||||||
Parameters | None | ||||||||||||||||||||||||
Predecessor Jobs | None | ||||||||||||||||||||||||
Build Type | None | ||||||||||||||||||||||||
Build Frequency | None | ||||||||||||||||||||||||
• Anomaly • Confidence • Cluster • Part • Partcustom1 • Partcustom7 • Partcustom10 • Partcustom13 • Partcustom14 • Partcustom15 • Part Description • Part Name4 • Part Repairable • PProcurement | |||||||||||||||||||||||||
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