Prediction Explanation: Byron 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 |
+20.94 days |
| Prior Cycle Length (months) |
17.7 |
-10.72 days |
| unit_pct_in_predicted_month |
0.0 |
-1.95 days |
| unit_pct_in_spring_fall |
0.9 |
-0.67 days |
| 3-Outage Rolling Avg Duration |
22.7 |
+0.62 days |
| Reactor Type (NSSS) |
WEST 4LP |
-0.53 days |
| Day of Week |
1.0 |
-0.52 days |
| Fleet Outages This Year |
8.0 |
+0.45 days |
| Season |
summer |
+0.37 days |
| Avg Coastdown Days (this unit) |
14.8 |
-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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