Prediction Explanation: Clinton

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) 728.0 -27.2 days
Prior Cycle Length (months) 23.9 +24.79 days
unit_pct_in_spring_fall 0.7 +1.44 days
Containment Type BWR-MARK 3 +1.3 days
Fleet Sequence Position N/A -0.81 days
Reactor Type (NSSS) GE 6 +0.63 days
unit_pct_in_predicted_month 0.3 +0.55 days
Fleet Outages This Year 8.0 +0.55 days
Day of Week 2.0 -0.51 days
unit_pct_in_winter 0.3 +0.48 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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