Round 123

Round UUID: 78b29ae7-4709-4083-8265-16ddf44a1cdc

Prompt:

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

RULE 1: If FizzIntensity is greater than or equal to 45.0, classify as "Effective"

RULE 2: If FizzIntensity is less than 30.0, classify as "Ineffective"

RULE 3: If FizzIntensity is between 30.0 and 45.0 (inclusive of 30.0, exclusive of 45.0):
   - If ColourShift is greater than or equal to 14.0, classify as "Effective"
   - If ColourShift is less than 14.0, classify as "Ineffective"

Apply these rules in order and use the first rule that matches. The classification should be based solely on these numerical thresholds.

• Inferences: 200
• Created: 2025-06-25 06:05:34.108845+00:00
• First inference: 2025-07-03 16:00:13.542800+00:00
• Last inference: 2025-07-03 16:08:31.895322+00:00
• Completed: yes
• Train accuracy: 0.65 (KT 0.188)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.55 (KT 0.260)