Prediction Explanation: Davis-Besse
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) |
728.0 |
-27.88 days |
| Prior Cycle Length (months) |
23.9 |
+27.09 days |
| unit_pct_in_spring_fall |
0.8 |
+1.98 days |
| unit_pct_in_predicted_month |
0.1 |
-1.85 days |
| 3-Outage Rolling Avg Duration |
32.7 |
+0.94 days |
| Age at Outage (years) |
49.6 |
+0.92 days |
| Containment Type |
PWR-DRYAMB |
-0.8 days |
| Months Since Extended Shutdown |
290.0 |
+0.71 days |
| Fleet Density |
0.3 |
+0.68 days |
| Fleet Sequence Position |
1.0 |
-0.59 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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