Prediction Explanation: Summer

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) 525.0 +34.9 days
Prior Cycle Length (months) 17.3 -13.91 days
Forced Outage Days in Cycle 25.0 -2.32 days
Years Since Major Maintenance 25.6 +1.69 days
unit_pct_in_predicted_month 0.0 -1.64 days
m6_month_dist_to_modal 4.0 +0.83 days
Fleet Sequence Position 1.0 -0.71 days
Day of Week 6.0 +0.55 days
unit_pct_in_winter 0.1 -0.53 days
Avg Coastdown Days (this unit) 5.1 +0.5 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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