# Outlier Explanation on READMISSION (Outlier Group 2)

Source: [Outlier Explanation on READMISSION (Outlier Group 2)](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2>)

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

Data updated: 2026-02-26T05:45:02.184Z

Evaluation of model performance on providing explanations for outliers identified within the READMISSION (Outlier Group 2) dataset, measured using metrics such as FUO, FCO, FCN, AL, NT, MDL, and execution 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 | Outlier Explanation |
| Dataset (including any stated split) | READMISSION (Outlier Group 2) |
| Metric | FUO |
| Unit | PERCENT |
| 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

- [FUO](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=FUO>): Lower is better; unit: PERCENT.

- [FCO](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=FCO>): Higher is better; unit: PERCENT.

- [FCN](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=FCN>): Higher is better; unit: PERCENT.

- [AL](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=AL>): Higher is better; unit: SCALAR.

- [NT](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=NT>): Higher is better; unit: SCALAR.

- [MDL](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=MDL>): Lower is better; unit: SCALAR.

- [Time (s)](<https://www.sota2.com/research/sota/outlier-explanation-on-readmission-outlier-group-2.md?metric=Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | FUO | Result date | Report paper |
| --- | --- | --- | --- |
| BRL | 0 | Not recorded | 68fa66981e209131cea11375 |
| BRS | 0 | Not recorded | 68fa66981e209131cea11375 |
| DTDM | 0 | Not recorded | 68fa66981e209131cea11375 |
| RIPPER | 6 | Not recorded | 68fa66981e209131cea11375 |
| D-BCCM | 10 | Not recorded | 68fa66981e209131cea11375 |
| D-WCCM | 12 | Not recorded | 68fa66981e209131cea11375 |

### BRL

FUO: 0. Result ID: 698cfae48b517eb4331e23e4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

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

### BRS

FUO: 0. Result ID: 698cfae48b517eb4331e23e5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62281e209131ce9f7afb.md>)

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

### DTDM

FUO: 0. Result ID: 698cfae48b517eb4331e23e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

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

### RIPPER

FUO: 6. Result ID: 698cfae48b517eb4331e23e3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

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

### D-BCCM

FUO: 10. Result ID: 698cfae48b517eb4331e23e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

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

### D-WCCM

FUO: 12. Result ID: 698cfae48b517eb4331e23e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11375.md>)

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

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