Prediction Explanation: Peach Bottom 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) 735.0 -32.87 days
Prior Cycle Length (months) 24.2 +28.65 days
Containment Type BWR-MARK 1 +1.23 days
Years to License Expiration 26.8 -0.97 days
3-Outage Rolling Avg Duration 18.0 +0.97 days
Age at Outage (years) 52.3 +0.79 days
unit_pct_in_spring_fall 1.0 -0.74 days
Fleet Density N/A -0.73 days
Day of Week 1.0 -0.55 days
m6_month_dist_to_modal 1.0 +0.53 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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