Round 101

Round UUID: c3e38502-5ffa-49c3-89ac-b580d7e133d6

Prompt:

Evaluate whether the treatment will be a success or failure based on the following rules:

Rule 1: If Histogen_Complex is Beta AND TcQ_mass > 45,000, predict Success.

Rule 2: If Histogen_Complex is Beta AND TcQ_mass < 30,000, predict Failure.

Rule 3: If Histogen_Complex is Delta AND Genetic_Class_A_Matches + Genetic_Class_B_Matches ≥ 5, predict Success.

Rule 4: If Histogen_Complex is Delta AND TcQ_mass < 8,000 AND Treatment_Months > 100, predict Failure.

Rule 5: If Histogen_Complex is Delta AND Sex is male AND TcQ_mass between 7,500 and 25,000, predict Success.

Rule 6: If Histogen_Complex is Omicron AND Treatment_Months < 120 AND (Genetic_Class_A_Matches ≥ 2 OR Genetic_Class_B_Matches ≥ 2), predict Success.

Rule 7: If Histogen_Complex is Omicron AND Treatment_Months > 150, predict Failure.

Rule 8: If Cohort is Delhi AND TcQ_mass > 40,000, predict Success.

Rule 9: If Histogen_Complex is Delta AND Sex is female AND TcQ_mass between 7,800 and 8,100, predict Failure.

Rule 10: If none of the above rules apply, predict Success if Genetic_Class_A_Matches + Genetic_Class_B_Matches ≥ 3, otherwise predict Failure.

• Inferences: 891
• Created: 2025-06-30 17:22:59.955588+00:00
• First inference: 2025-06-30 17:23:14.604744+00:00
• Last inference: 2025-06-30 19:34:31.311517+00:00
• Completed: yes
• Train accuracy: 0.6320224719101124 (KT 0.199)
• Validation accuracy: 0.7254901960784313 (KT 0.140)
• Test accuracy: 0.7450980392156863 (KT 0.128)