# Ruleset Learning on MCI Sc (test)

Source: [Ruleset Learning on MCI Sc (test)](<https://www.sota2.com/research/sota/ruleset-learning-on-mci-sc-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-06-15T07:18:29.361Z

Evaluation of Ruleset Learning performance on the test split of the MCI Sc dataset, focusing on rule structure metrics like Maximum Rule-Width and Rule size.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Ruleset Learning |
| Dataset (including any stated split) | MCI Sc (test) |
| Metric | Max Rule Width |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Max Rule Width](<https://www.sota2.com/research/sota/ruleset-learning-on-mci-sc-test.md?metric=Max%20Rule%20Width>): Lower is better; unit: SCALAR.

- [Rule Size](<https://www.sota2.com/research/sota/ruleset-learning-on-mci-sc-test.md?metric=Rule%20Size>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Max Rule Width | Result date | Report paper |
| --- | --- | --- | --- |
| GRA | 4 | Not recorded | 6a2f86ded33dfb23e783be05 |
| GDY | 4 | Not recorded | 6a2f86ded33dfb23e783be05 |
| IDS | 4 | Not recorded | 6a2f86ded33dfb23e783be05 |
| RIPPER | 4 | Not recorded | 6a2f86ded33dfb23e783be05 |
| Defrag | 7 | Not recorded | 6a2f86ded33dfb23e783be05 |

### GRA

Max Rule Width: 4. Result ID: 6a2fa72bfbc373592c2b84ee.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GDY

Max Rule Width: 4. Result ID: 6a2fa72bfbc373592c2b84ef.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### IDS

Max Rule Width: 4. Result ID: 6a2fa72bfbc373592c2b84f0.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### RIPPER

Max Rule Width: 4. Result ID: 6a2fa72bfbc373592c2b84f2.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Defrag

Max Rule Width: 7. Result ID: 6a2fa72bfbc373592c2b84f1.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f86ded33dfb23e783be05.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7d6f1e209131cea93056.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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