Prediction Explanation: Farley 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) 539.0 +20.66 days
Containment Type PWR-DRYAMB -7.55 days
Reactor Type (NSSS) WEST 3LP -2.87 days
Prior Cycle Length (months) 17.7 -2.8 days
State AL -2.75 days
Years to License Expiration 10.2 -2.12 days
Units at Site 2.0 -0.89 days
Previous Outage Duration 31.0 +0.51 days
Net Capacity (MWe) 874.0 -0.51 days
Avg Outages Between Major Maint. 15.0 -0.48 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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