Round 88

Round UUID: 01832cf6-d8b1-4d39-b10a-baa7be2a5214

Prompt:

Use the following decision rules to predict success or failure:

1. Analyze the case based on Histogen_Complex:

Delta Complex:
- Failure likely if:
  * TcQ_mass > 10000
  * Treatment_Months < 10 or > 90
  * Genetic_Class_A_Matches > 2

Omicron Complex:
- Failure likely if:
  * TcQ_mass > 15000
  * Genetic_Class_B_Matches > 2

Beta Complex:
- Success likely if:
  * TcQ_mass > 50000
  * Male subjects with Treatment_Months > 120

2. General decision factors:
- TcQ_mass < 7500 increases failure probability
- Higher total Genetic_Class_Matches suggests higher success probability
- Consider subtle interactions with Cohort

Make a binary prediction: Success or Failure, based on these comprehensive rules.

• Inferences: 891
• Created: 2025-06-29 14:10:10.767373+00:00
• First inference: 2025-06-29 14:10:23.026056+00:00
• Last inference: 2025-06-29 15:43:03.647459+00:00
• Completed: yes
• Train accuracy: 0.5453257790368272 (KT 0.263)
• Validation accuracy: 0.4888888888888889 (KT 0.311)
• Test accuracy: 0.5789473684210527 (KT 0.237)