Prediction Explanation: Brunswick 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)
Cycle Length (days) 745.0 -39.55 days
Prior Cycle Length (months) 24.5 +25.38 days
unit_pct_in_winter 0.6 +1.92 days
unit_pct_in_spring_fall 0.4 +1.83 days
Age at Outage (years) 50.9 +1.43 days
m6_month_dist_to_modal 0.0 -1.19 days
Containment Type BWR-MARK 1 +1.12 days
unit_pct_in_predicted_month 0.6 +1.01 days
Balancing Authority CPLE +0.69 days
Fleet Sequence Position 1.0 -0.69 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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