Prediction Explanation: D.C. Cook 2

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 +15.81 days
Prior Cycle Length (months) 18.0 -11.65 days
Age at Outage (years) 48.7 +1.02 days
Fleet Outages This Year N/A -0.75 days
m6_month_dist_to_modal 5.0 +0.68 days
Architect-Engineer AEP -0.6 days
Fleet Density N/A -0.55 days
Avg Coastdown Days (this unit) 4.1 +0.53 days
Day of Week 6.0 +0.48 days
Reactor Type (NSSS) WEST 4LP -0.46 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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