Prediction Explanation: Limerick 1

Feature importance and per-unit prediction explanations for the model.

Per-Unit Prediction Explanation

Why was this prediction made? Each bar shows how a feature pushed the prediction higher or lower compared to the fleet average.

When will the next refueling outage begin?

FeatureValueImpact (days)
Cycle Length (days) 749.0 -52.75 days
Containment Type BWR-MARK 2 +18.58 days
Reactor Type (NSSS) GE 4 +5.86 days
Prior Cycle Length (months) 24.6 +4.15 days
State PA +2.28 days
Units at Site 2.0 -2 days
unit_modal_month 3.0 +0.87 days
Years to License Expiration 16.5 -0.56 days
Avg Outages Between Major Maint. N/A +0.48 days
Day of Week 1.0 +0.47 days

Start Date — Global Importance

When will the next refueling outage begin?

Refueling Duration — Global Importance

How long will the next refueling outage last?

Refueling Extension — Global Importance

How many days past schedule will it run?

Forced Outage Duration — Global Importance

If a forced outage occurs now, how long will it last?

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