Prediction Explanation: Palo Verde 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) 539.0 +21.19 days
Prior Cycle Length (months) 17.7 -10.38 days
Years Since Major Maintenance 20.6 +2.3 days
unit_pct_in_predicted_month 0.1 -1.65 days
Fleet Outages This Year 1.0 -0.9 days
Day of Week 6.0 +0.7 days
Fleet Sequence Position N/A -0.68 days
Net Capacity (MWe) 1311.0 +0.54 days
Fleet Density N/A -0.53 days
Reactor Type (NSSS) COMB CE80 +0.4 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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