Prediction Explanation: Summer

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) 525.0 +35.47 days
Years to License Expiration 34.9 +16.25 days
Containment Type PWR-DRYAMB -8.35 days
Reactor Type (NSSS) WEST 3LP -5.72 days
State SC +3.27 days
Prior Cycle Length (months) 17.3 -3.14 days
Avg Outages Between Major Maint. 2.2 -2.61 days
Units at Site 1.0 +2.36 days
unit_pct_in_predicted_month 0.0 -1.63 days
Fleet Sequence Position 1.0 -1.14 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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