Prediction Explanation: Quad Cities 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) |
|---|
| Prior Cycle Length (months) |
23.5 |
+29.06 days |
| Cycle Length (days) |
714.0 |
-18.96 days |
| Years to License Expiration |
5.8 |
+2.06 days |
| unit_pct_in_predicted_month |
0.5 |
+1.66 days |
| Containment Type |
BWR-MARK 1 |
+1.4 days |
| Day of Week |
1.0 |
-1.4 days |
| 3-Outage Rolling Avg Duration |
19.0 |
+0.95 days |
| Fleet Outages This Year |
8.0 |
+0.81 days |
| Fleet Density |
N/A |
-0.72 days |
| unit_pct_in_winter |
0.1 |
-0.72 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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