Prediction Explanation: Surry 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?
| Feature | Value | Impact (days) |
|---|
| Prior Cycle Length (months) |
18.2 |
-16.1 days |
| Cycle Length (days) |
553.0 |
+14.68 days |
| 3-Outage Rolling Avg Duration |
60.3 |
-4.57 days |
| Net Capacity (MWe) |
838.0 |
-2.36 days |
| Day of Week |
7.0 |
+1.04 days |
| Age at Outage (years) |
54.3 |
-0.77 days |
| Reactor Type (NSSS) |
WEST 3LP |
-0.58 days |
| Containment Type |
PWR-DRYSUB |
-0.58 days |
| unit_pct_in_spring_fall |
1.0 |
-0.56 days |
| m6_month_dist_to_modal |
0.0 |
-0.54 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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