Round 339

Round UUID: 31d57257-4a7d-4b33-829b-1fe56289d690

Prompt:

Use the following rules to classify the data entries as 'Failure' or 'Success':

1. If 'Treatment_Months' > 100 and 'TcQ_mass' < 10,000, classify as 'Failure'.
2. If 'Histogen_Complex' is 'Omicron' and 'TcQ_mass' < 20,000, classify as 'Failure'.
3. If 'Genetic_Class_A_Matches' + 'Genetic_Class_B_Matches' >= 4 and 'TcQ_mass' > 50,000, classify as 'Success'.
4. For entities in Cohort 'Delhi' with 'Treatment_Months' > 150 and 'TcQ_mass' < 15,000, classify as 'Failure'.
5. For 'Histogen_Complex' 'Beta' or 'Delta' and 'TcQ_mass' > 70,000, classify as 'Success' unless 'Treatment_Months' < 10.

Classify based on these rules, and in cases not aligned to any rule above, use 'Failure' as the default classification.

• Inferences: 891
• Created: 2025-08-04 03:28:38.955949+00:00
• First inference: 2025-08-04 03:28:45.104558+00:00
• Last inference: 2025-08-04 03:45:50.734475+00:00
• Completed: yes
• Train accuracy: 0.651685393258427 (KT 0.186)
• Validation accuracy: 0.6862745098039216 (KT 0.164)
• Test accuracy: 0.5882352941176471 (KT 0.231)