Round 475

Round UUID: ef264588-5446-41e5-aed0-da3ba5113d3c

Prompt:

You are given a single row of data with two numeric features: FizzIntensity and ColourShift. Your task is to classify the row as either “Effective” or “Ineffective” according to the following rules:

1) If FizzIntensity < 15, label Ineffective.
2) Else if ColourShift > 25, label Ineffective.
3) Else if FizzIntensity > 25, label Effective.
4) Else if 15 <= FizzIntensity <= 25 and -2 <= ColourShift <= 20, label Effective.
5) Otherwise, label Ineffective.

Output exactly one word: either “Effective” or “Ineffective,” depending on which rules apply. If a row satisfies more than one rule, apply the first matching rule and ignore the rest.

• Inferences: 200
• Created: 2025-04-24 02:49:52+00:00
• First inference: 2025-04-24 02:49:57+00:00
• Last inference: 2025-04-24 02:58:18+00:00
• Completed: yes
• Train accuracy: 0.4375 (Krichevsky-Trofimov 0.359)
• Validation accuracy: 0.5 (Krichevsky-Trofimov 0.301)
• Test accuracy: 0.55 (Krichevsky-Trofimov 0.260)