Prediction Explanation: Hatch 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) |
728.0 |
-30.56 days |
| Prior Cycle Length (months) |
23.9 |
+27.3 days |
| unit_pct_in_predicted_month |
0.0 |
-4.64 days |
| unit_pct_in_spring_fall |
0.2 |
+2.32 days |
| unit_pct_in_winter |
0.8 |
+2.27 days |
| Years to License Expiration |
6.5 |
+1.98 days |
| Month |
1.0 |
-1.84 days |
| Containment Type |
BWR-MARK 1 |
+1.3 days |
| Day of Week |
1.0 |
-1.28 days |
| Age at Outage (years) |
52.1 |
+1.14 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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