Prediction Explanation: FitzPatrick
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) |
23.3 |
+25.96 days |
| Cycle Length (days) |
709.0 |
-18.01 days |
| unit_pct_in_spring_fall |
0.8 |
+2.87 days |
| unit_pct_in_predicted_month |
0.6 |
+2.08 days |
| Containment Type |
BWR-MARK 1 |
+1.47 days |
| Age at Outage (years) |
51.1 |
+1.17 days |
| 3-Outage Rolling Avg Duration |
17.7 |
+1.08 days |
| Licensed Capacity (MWt) |
2536.0 |
+1.04 days |
| Fleet Outages This Year |
8.0 |
+0.92 days |
| unit_pct_in_winter |
0.1 |
-0.89 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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