Prediction Explanation: Farley 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) |
539.0 |
+19.79 days |
| Prior Cycle Length (months) |
17.7 |
-10.8 days |
| Age at Outage (years) |
49.3 |
+0.85 days |
| Day of Week |
1.0 |
-0.77 days |
| Fleet Density |
N/A |
-0.49 days |
| unit_pct_in_spring_fall |
1.0 |
-0.47 days |
| unit_pct_in_winter |
0.0 |
-0.46 days |
| Reactor Type (NSSS) |
WEST 3LP |
-0.38 days |
| unit_pct_in_predicted_month |
0.2 |
+0.35 days |
| Avg Outages Between Major Maint. |
15.0 |
+0.3 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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