Prediction Explanation: Seabrook 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) 546.0 +14.24 days
Prior Cycle Length (months) 18.0 -11.08 days
Fleet Sequence Position 3.0 -0.65 days
Reactor Type (NSSS) WEST 4LP -0.48 days
m6_month_dist_to_modal 6.0 +0.43 days
unit_pct_in_spring_fall 1.0 -0.42 days
Day of Week 6.0 +0.38 days
unit_modal_month 4.0 -0.37 days
unit_pct_in_predicted_month 0.4 +0.33 days
Containment Type PWR-DRYAMB -0.29 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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