Prediction Explanation: Catawba 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)
Prior Cycle Length (months) 18.6 -19.37 days
Cycle Length (days) 564.0 +9.46 days
Containment Type PWR-ICECND -1.17 days
Balancing Authority DUK -0.57 days
unit_pct_in_spring_fall 1.0 -0.54 days
Reactor Type (NSSS) WEST 4LP -0.5 days
Day of Week 6.0 +0.41 days
m6_month_dist_to_modal 6.0 +0.35 days
3-Outage Rolling Avg Duration 28.3 +0.35 days
unit_pct_in_predicted_month 0.2 -0.33 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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