Prediction Explanation: Ginna

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) 18.2 -16.27 days
Cycle Length (days) 553.0 +14.76 days
Years to License Expiration 2.0 +5.17 days
Net Capacity (MWe) 581.0 -2.09 days
unit_pct_in_spring_fall 1.0 -2.08 days
Day of Week 1.0 -1.44 days
Age at Outage (years) 57.3 -1.19 days
Fleet Sequence Position 6.0 +1.01 days
m6_month_dist_to_modal 6.0 +0.96 days
Fleet Outages This Year 8.0 +0.87 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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