Prediction Explanation: Watts Bar 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) 532.0 +29.43 days
Forced Outage Days in Cycle 108.0 -11.26 days
Containment Type PWR-ICECND -7.88 days
Reactor Type (NSSS) WEST 4LP -6.1 days
Years to License Expiration 8.1 -4.98 days
Units at Site 2.0 -2.59 days
Prior Cycle Length (months) 17.5 -2.37 days
State TN +2.32 days
unit_pct_in_predicted_month 0.1 -1.29 days
Years Since Major Maintenance 19.7 +1.18 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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