Prediction Explanation: Waterford 3
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) |
18.4 |
-19.48 days |
| Cycle Length (days) |
560.0 |
+10.88 days |
| 3-Outage Rolling Avg Duration |
76.0 |
-4.12 days |
| Previous Outage Duration |
110.0 |
-1.6 days |
| Containment Type |
PWR-DRYAMB |
-1.39 days |
| Day of Week |
6.0 |
+1.08 days |
| Fleet Outages This Year |
1.0 |
-0.84 days |
| m6_month_dist_to_modal |
6.0 |
+0.77 days |
| unit_pct_in_spring_fall |
0.9 |
-0.71 days |
| Net Capacity (MWe) |
1165.0 |
+0.68 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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