Prediction Explanation: Millstone 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?
| Feature | Value | Impact (days) |
|---|
| Prior Cycle Length (months) |
18.3 |
-17.89 days |
| Cycle Length (days) |
556.0 |
+13.91 days |
| Years to License Expiration |
7.8 |
+1.48 days |
| 3-Outage Rolling Avg Duration |
47.7 |
+1.38 days |
| Age at Outage (years) |
51.8 |
+1.35 days |
| Containment Type |
PWR-DRYAMB |
-1.1 days |
| Day of Week |
2.0 |
-0.85 days |
| unit_pct_in_spring_fall |
0.9 |
-0.77 days |
| unit_pct_in_predicted_month |
0.4 |
+0.58 days |
| m6_month_dist_to_modal |
6.0 |
+0.44 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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