# Classification on bank-market (average test accuracy)

Source: [Classification on bank-market (average test accuracy)](<https://www.sota2.com/research/sota/classification-on-bank-market-average-test-accuracy>)

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

Data updated: 2026-02-26T05:35:57.598Z

Evaluation of general Classification performance on the bank-market dataset, measured using Average test accuracy.

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 | Classification |
| Dataset (including any stated split) | bank-market |
| Metric | Average Test Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Average Test Accuracy](<https://www.sota2.com/research/sota/classification-on-bank-market-average-test-accuracy.md?metric=Average%20Test%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Average Test Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| RF | 85.2 | Not recorded | 68fa6cb51e209131cea356f3 |
| DS-OPT | 84.4 | Not recorded | 68fa6cb51e209131cea356f3 |
| CART | 83 | Not recorded | 68fa6cb51e209131cea356f3 |
| RIPPER | 82.9 | Not recorded | 68fa6cb51e209131cea356f3 |
| CG | 82.3 | Not recorded | 68fa6cb51e209131cea356f3 |
| BRS | 76.9 | Not recorded | 68fa6cb51e209131cea356f3 |

### RF

Average Test Accuracy: 85.2. Result ID: 698f320a3a6c314849f6df64.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa646e1e209131cea04ae5.md>)

Recorded evaluation configuration: {"#samples":11162,"#features":174}. This record does not assert independent reproduction.

### DS-OPT

Average Test Accuracy: 84.4. Result ID: 698f320a3a6c314849f6df5f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

Recorded evaluation configuration: {"#samples":11162,"#features":174}. This record does not assert independent reproduction.

### CART

Average Test Accuracy: 83. Result ID: 698f320a3a6c314849f6df63.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa646e1e209131cea04ae5.md>)

Recorded evaluation configuration: {"#samples":11162,"#features":174}. This record does not assert independent reproduction.

### RIPPER

Average Test Accuracy: 82.9. Result ID: 698f320a3a6c314849f6df60.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

Recorded evaluation configuration: {"#samples":11162,"#features":174}. This record does not assert independent reproduction.

### CG

Average Test Accuracy: 82.3. Result ID: 698f320a3a6c314849f6df62.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68191e209131cea1a39b.md>)

Recorded evaluation configuration: {"#samples":11162,"#features":174}. This record does not assert independent reproduction.

### BRS

Average Test Accuracy: 76.9. Result ID: 698f320a3a6c314849f6df61.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cb51e209131cea356f3.md>)

Recorded evaluation configuration: {"#samples":11162,"#features":174}. This record does not assert independent reproduction.

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