Prediction Explanation: Byron 2

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)
Prior Cycle Length (months) 18.2 -16.64 days
Cycle Length (days) 553.0 +14.28 days
3-Outage Rolling Avg Duration 19.0 +0.95 days
m6_month_dist_to_modal 6.0 +0.64 days
Fleet Density N/A -0.62 days
Fleet Outages This Year 8.0 +0.59 days
Containment Type PWR-DRYAMB -0.55 days
Reactor Type (NSSS) WEST 4LP -0.55 days
unit_pct_in_spring_fall 1.0 -0.46 days
unit_pct_in_winter 0.0 -0.39 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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