Prediction Explanation: D.C. Cook 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) |
|---|
| Cycle Length (days) |
525.0 |
+34.01 days |
| Prior Cycle Length (months) |
17.3 |
-12.52 days |
| Fleet Outages This Year |
N/A |
-2.27 days |
| Age at Outage (years) |
51.1 |
+1.19 days |
| Day of Week |
3.0 |
-1 days |
| Forced Outage Days in Cycle |
0.0 |
+0.74 days |
| Architect-Engineer |
AEP |
-0.62 days |
| unit_pct_in_spring_fall |
1.0 |
-0.54 days |
| unit_pct_in_predicted_month |
0.3 |
+0.52 days |
| 3-Outage Rolling Avg Duration |
39.3 |
+0.51 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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