Dataset: potions
Round ID: 254
Prompt used:
Classify an entity as Effective if BOTH of these conditions are true:
1. The FizzIntensity is greater than 40
2. The ColourShift is greater than 12
If either condition is not met, classify the entity as Ineffective.
Reasoning steps:
- High FizzIntensity (> 40) suggests strong potential
- Significant ColourShift (> 12) indicates meaningful change
- Both conditions must be simultaneously true to be considered Effective
Confusion Matrix:
Predicted Effective Predicted Ineffective
Actual Effective 4 5
Actual Ineffective 3 8
Accuracy: 0.600
Precision: 0.571
Recall: 0.444
F1 Score: 0.500
Examples for Correctly predicted Effective: (Correct answer: Effective, What the previous set of rules predicted: Effective)
Entity Data:
FizzIntensity: 42.903545
ColourShift: 19.770008
Examples for Falsely predicted Ineffective when it should have been Effective: (Correct answer: Effective, What the previous set of rules predicted: Ineffective)
Entity Data:
FizzIntensity: 66.28547
ColourShift: 8.929057
Examples for Falsely predicted Effective when it should have been Ineffective: (Correct answer: Ineffective, What the previous set of rules predicted: Effective)
Entity Data:
FizzIntensity: 49.864723
ColourShift: 16.120462
Examples for Correctly predicted Ineffective: (Correct answer: Ineffective, What the previous set of rules predicted: Ineffective)
Entity Data:
FizzIntensity: 36.499676
ColourShift: 18.39799
Round ID: 292
Prompt used:
If ColourShift is greater than 17, then predict 'Ineffective'. Otherwise, if FizzIntensity is less than 30, then predict 'Ineffective'. Otherwise predict 'Effective'
Confusion Matrix:
Predicted Effective Predicted Ineffective
Actual Effective 8 1
Actual Ineffective 6 5
Accuracy: 0.650
Precision: 0.571
Recall: 0.889
F1 Score: 0.696
Examples for Correctly predicted Effective: (Correct answer: Effective, What the previous set of rules predicted: Effective)
Entity Data:
FizzIntensity: 66.28547
ColourShift: 8.929057
Examples for Falsely predicted Ineffective when it should have been Effective: (Correct answer: Effective, What the previous set of rules predicted: Ineffective)
Entity Data:
FizzIntensity: 42.903545
ColourShift: 19.770008
Examples for Falsely predicted Effective when it should have been Ineffective: (Correct answer: Ineffective, What the previous set of rules predicted: Effective)
Entity Data:
FizzIntensity: 49.864723
ColourShift: 16.120462
Examples for Correctly predicted Ineffective: (Correct answer: Ineffective, What the previous set of rules predicted: Ineffective)
Entity Data:
FizzIntensity: 36.499676
ColourShift: 18.39799
Round ID: 341
Prompt used:
Predict the outcome based on the following rules:
1. If FizzIntensity is greater than 60, predict Effective.
2. Else if FizzIntensity is greater than 45 AND ColourShift is greater than 10, predict Effective.
3. Otherwise, predict Ineffective.
Confusion Matrix:
Predicted Effective Predicted Ineffective
Actual Effective 3 6
Actual Ineffective 1 10
Accuracy: 0.650
Precision: 0.750
Recall: 0.333
F1 Score: 0.462
Examples for Correctly predicted Effective: (Correct answer: Effective, What the previous set of rules predicted: Effective)
Entity Data:
FizzIntensity: 47.878643
ColourShift: 10.863845
Examples for Falsely predicted Ineffective when it should have been Effective: (Correct answer: Effective, What the previous set of rules predicted: Ineffective)
Entity Data:
FizzIntensity: 42.903545
ColourShift: 19.770008
Examples for Falsely predicted Effective when it should have been Ineffective: (Correct answer: Ineffective, What the previous set of rules predicted: Effective)
Entity Data:
FizzIntensity: 49.864723
ColourShift: 16.120462
Examples for Correctly predicted Ineffective: (Correct answer: Ineffective, What the previous set of rules predicted: Ineffective)
Entity Data:
FizzIntensity: 41.101128
ColourShift: 15.34901
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 5 | 4 |
| Actual - | 3 | 8 |
Accuracy 0.650, Precision 0.625, Recall 0.556, F1 0.588