Round 505

Round UUID: 29907fd7-55ed-42f8-b2ef-d19b9381b589

Prompt:

Analyze the entity data and classify it as either "Effective" or "Ineffective" based on the following rules:

RULE 1: If FizzIntensity is greater than or equal to 50, classify as "Effective"

RULE 2: If FizzIntensity is less than 20, classify as "Ineffective"

RULE 3: If FizzIntensity is between 20 and 30 (inclusive) AND ColourShift is greater than 20, classify as "Ineffective"

RULE 4: If FizzIntensity is between 30 and 40 (inclusive) AND ColourShift is greater than 21, classify as "Ineffective"

RULE 5: If FizzIntensity is between 40 and 50 (exclusive):
   - If ColourShift is greater than or equal to 9, classify as "Effective"
   - If ColourShift is less than 9, classify as "Ineffective"

RULE 6: If FizzIntensity is between 30 and 40 (inclusive):
   - If ColourShift is greater than 11 AND less than or equal to 21, classify as "Effective"
   - Otherwise, classify as "Ineffective"

RULE 7: If FizzIntensity is between 20 and 30 (inclusive):
   - If ColourShift is greater than or equal to 6 AND less than or equal to 20, classify as "Effective"
   - Otherwise, classify as "Ineffective"

Apply these rules in the order presented and return only the classification: either "Effective" or "Ineffective".

• Inferences: 200
• Created: 2025-07-03 17:18:39.121133+00:00
• First inference: 2025-07-03 17:18:57.620372+00:00
• Last inference: 2025-07-03 17:30:15.782433+00:00
• Completed: yes
• Train accuracy: 0.5375 (Krichevsky-Trofimov 0.270)
• Validation accuracy: 0.6 (Krichevsky-Trofimov 0.222)
• Test accuracy: 0.65 (Krichevsky-Trofimov 0.188)