# Classification on bank-market

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

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

Data updated: 2026-02-26T05:36:00.876Z

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

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 running time (s) |
| Unit | TIME |
| Direction | Lower 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 running time (s)](<https://www.sota2.com/research/sota/classification-on-bank-market.md?metric=Average%20running%20time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Average running time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| CART | 0.124 | Not recorded | 68fa6cb51e209131cea356f3 |
| RF | 0.842 | Not recorded | 68fa6cb51e209131cea356f3 |
| RIPPER | 30.563 | Not recorded | 68fa6cb51e209131cea356f3 |
| DS-OPT | 34.185 | Not recorded | 68fa6cb51e209131cea356f3 |
| CG | 107.736 | Not recorded | 68fa6cb51e209131cea356f3 |
| BRS | 8956.68 | Not recorded | 68fa6cb51e209131cea356f3 |

### CART

Average running time (s): 0.124. Result ID: 698f320a3a6c314849f6ded1.

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

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

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

### RF

Average running time (s): 0.842. Result ID: 698f320a3a6c314849f6ded2.

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

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

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

### RIPPER

Average running time (s): 30.563. Result ID: 698f320a3a6c314849f6decf.

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

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

### DS-OPT

Average running time (s): 34.185. Result ID: 698f320a3a6c314849f6decd.

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

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

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

### CG

Average running time (s): 107.736. Result ID: 698f320a3a6c314849f6dece.

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

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

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

### BRS

Average running time (s): 8956.68. Result ID: 698f320a3a6c314849f6ded0.

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

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

Page 1 of 1. This is an index page, not the full collection.