Prediction Explanation: Perry 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) 750.0 -59.99 days
Containment Type BWR-MARK 3 +17.53 days
Prior Cycle Length (months) 24.7 +5.36 days
Reactor Type (NSSS) GE 6 +4.7 days
Units at Site 1.0 +2.65 days
Avg Outages Between Major Maint. 1.7 -2.07 days
unit_modal_month 3.0 +1.52 days
State OH +1.43 days
unit_pct_in_predicted_month 0.5 +1.17 days
Years Since Major Maintenance 17.2 +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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