Prediction Explanation: Point Beach 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) |
532.0 |
+28.68 days |
| Prior Cycle Length (months) |
17.5 |
-11.6 days |
| Net Capacity (MWe) |
598.0 |
-2.11 days |
| unit_pct_in_predicted_month |
0.1 |
-1.87 days |
| Years Since Major Maintenance |
14.6 |
-1.44 days |
| Age at Outage (years) |
55.7 |
-1.32 days |
| unit_pct_in_spring_fall |
1.0 |
-0.86 days |
| Fleet Density |
N/A |
-0.64 days |
| 3-Outage Rolling Avg Duration |
22.7 |
+0.58 days |
| unit_pct_in_winter |
0.0 |
-0.52 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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