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) |
|---|
| Cycle Length (days) |
709.0 |
-35.66 days |
| Containment Type |
BWR-MARK 1 |
+30.54 days |
| Units at Site |
1.0 |
+8.19 days |
| Reactor Type (NSSS) |
GE 4 |
+8.13 days |
| unit_pct_in_predicted_month |
0.6 |
+2.73 days |
| Prior Cycle Length (months) |
23.3 |
+2.7 days |
| Avg Outages Between Major Maint. |
N/A |
+2.68 days |
| State |
NY |
+2.33 days |
| Years to License Expiration |
8.1 |
-1.61 days |
| Age at Outage (years) |
51.1 |
-1.22 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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