Prediction Explanation: Peach Bottom 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) |
| Cycle Length (days) |
735.0 |
-32.87 days |
| Prior Cycle Length (months) |
24.2 |
+28.65 days |
| Containment Type |
BWR-MARK 1 |
+1.23 days |
| Years to License Expiration |
26.8 |
-0.97 days |
| 3-Outage Rolling Avg Duration |
18.0 |
+0.97 days |
| Age at Outage (years) |
52.3 |
+0.79 days |
| unit_pct_in_spring_fall |
1.0 |
-0.74 days |
| Fleet Density |
N/A |
-0.73 days |
| Day of Week |
1.0 |
-0.55 days |
| m6_month_dist_to_modal |
1.0 |
+0.53 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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