Prediction Explanation: Surry 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) 532.0 +28.37 days
Prior Cycle Length (months) 17.5 -11.87 days
Age at Outage (years) 54.4 -1.38 days
Net Capacity (MWe) 838.0 -1.01 days
m6_month_dist_to_modal 6.0 +0.61 days
Day of Week 7.0 +0.47 days
3-Outage Rolling Avg Duration 37.0 +0.46 days
unit_pct_in_spring_fall 1.0 -0.4 days
Licensed Capacity (MWt) 2587.0 -0.38 days
Previous Outage Duration 40.0 +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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