Prediction Explanation: Perry 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) |
750.0 |
-43.11 days |
| Prior Cycle Length (months) |
24.7 |
+21.36 days |
| unit_pct_in_predicted_month |
0.5 |
+2.27 days |
| unit_pct_in_spring_fall |
0.7 |
+1.42 days |
| Forced Outage Days in Cycle |
21.0 |
-0.98 days |
| Fleet Density |
N/A |
-0.92 days |
| m6_month_dist_to_modal |
0.0 |
-0.92 days |
| Years Since Major Maintenance |
17.2 |
+0.87 days |
| unit_pct_in_winter |
0.3 |
+0.84 days |
| Containment Type |
BWR-MARK 3 |
+0.78 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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