Round 92

Round UUID: ea3e9bb9-bf84-454d-87f6-3bc49c523284

Prompt:

Evaluate the patient's outcome using the following deterministic rules:

RULE 1: IF Histogen_Complex is Delta AND Sex is male AND Cohort is Melbourne AND Genetic_Class_A_Matches >= 3 AND TcQ_mass > 20000, THEN predict Failure.

RULE 2: IF the patient belongs to the Delhi cohort AND Treatment_Months < 70 AND Genetic_Class_A_Matches >= 2, THEN predict Success.

RULE 3: IF Histogen_Complex is Delta AND Sex is female AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1 AND TcQ_mass is between 7500-8500 AND Cohort is Melbourne, THEN:
   - If Treatment_Months > 90, predict Success.
   - Otherwise, predict Failure.

RULE 4: IF Histogen_Complex is Beta AND TcQ_mass > 250000, THEN:
   - If Genetic_Class_A_Matches >= 3 AND Cohort is Delhi, predict Success.
   - Otherwise, predict Failure.

RULE 5: IF Histogen_Complex is Beta AND Cohort is Delhi AND TcQ_mass > 200000, THEN predict Success.

RULE 6: IF Treatment_Months > 90 AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches <= 2, THEN:
   - If Histogen_Complex is Omicron AND Sex is male, predict Success.
   - Otherwise, predict Failure.

RULE 7: IF Sex is male AND Genetic_Class_A_Matches >= 2 AND Treatment_Months < 75, THEN predict Success.

RULE 8: IF Sex is female AND Treatment_Months > 85 AND Histogen_Complex is Delta AND Cohort is Melbourne, THEN:
   - If TcQ_mass between 7900-8000, predict Success.
   - Otherwise, predict Failure.

RULE 9: IF Histogen_Complex is Delta AND Sex is male AND Genetic_Class_B_Matches >= 5, THEN predict Failure.

RULE 10: IF Histogen_Complex is Delta AND Sex is male AND Treatment_Months < 50 AND Cohort is Delhi, THEN predict Success.

RULE 11: IF Histogen_Complex is Beta AND Sex is male AND Genetic_Class_A_Matches >= 3, THEN predict Success.

RULE 12: IF Histogen_Complex is Omicron AND Sex is male AND Treatment_Months < 70, THEN predict Success.

DEFAULT RULE: If none of the above rules apply, predict Failure.

Apply these rules sequentially in the order they are presented. Once a rule matches, use its prediction and stop checking further rules.

• Inferences: 891
• Created: 2025-06-29 20:26:51.923148+00:00
• First inference: 2025-06-29 20:27:09.200454+00:00
• Last inference: 2025-06-29 22:55:21.406511+00:00
• Completed: yes
• Train accuracy: 0.6430594900849859 (KT 0.192)
• Validation accuracy: 0.6888888888888889 (KT 0.162)
• Test accuracy: 0.5894736842105263 (KT 0.230)