Round 268

Round UUID: 183642ec-3665-4ffa-bd3f-c1346411df22

Prompt:

Use the following explicit and sequential rules to determine the prediction:

1. If TimelineDeviation is less than 8 or ParadoxCount is less than 3, predict Denied.
2. If TimelineDeviation is 15.5 or greater and ParadoxCount is at least 2.5, predict Approved.
3. If TimelineDeviation is at least 10, ParadoxCount is at least 4, and the sum of TimelineDeviation and ParadoxCount is 18 or higher, predict Approved.
4. Otherwise, predict Denied.

These rules ensure that only cases with both strongly sufficient TimelineDeviation and ParadoxCount scores, or exceptional TimelineDeviation with moderate ParadoxCount, are Approved. They reduce common false positives from moderate values and false negatives from high TimelineDeviation with lower ParadoxCount.

• Inferences: 200
• Created: 2025-04-21 02:06:21+00:00
• First inference: 2025-04-21 02:06:28+00:00
• Last inference: 2025-04-21 02:20:00+00:00
• Completed: yes
• Train accuracy: 0.63125 (KT 0.200)
• Validation accuracy: 0.8 (KT 0.098)
• Test accuracy: 0.6 (KT 0.222)