# Macrophages M0 prediction on IDH-wt glioblastoma Groups 1, 2, 3 (held-out)

Source: [Macrophages M0 prediction on IDH-wt glioblastoma Groups 1, 2, 3 (held-out)](<https://www.sota2.com/research/sota/macrophages-m0-prediction-on-idh-wt-glioblastoma-groups-1-2-3-held-out>)

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

Data updated: 2026-05-12T15:13:33.029Z

Evaluation of model performance predicting Macrophage M0 status using the held-out subset of IDH-wildtype glioblastoma samples (Groups 1, 2, and 3). Metrics include Mean Balanced Accuracy (BA), Mean Precision, and Mean Matthews Correlation Coefficient (MCC).

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 | Macrophages M0 prediction |
| Dataset (including any stated split) | IDH-wt glioblastoma Groups 1, 2, 3 (held-out) |
| Metric | Mean BA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Mean BA](<https://www.sota2.com/research/sota/macrophages-m0-prediction-on-idh-wt-glioblastoma-groups-1-2-3-held-out.md?metric=Mean%20BA>): Higher is better; unit: PERCENT.

- [Mean Precision](<https://www.sota2.com/research/sota/macrophages-m0-prediction-on-idh-wt-glioblastoma-groups-1-2-3-held-out.md?metric=Mean%20Precision>): Higher is better; unit: PERCENT.

- [Mean MCC](<https://www.sota2.com/research/sota/macrophages-m0-prediction-on-idh-wt-glioblastoma-groups-1-2-3-held-out.md?metric=Mean%20MCC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Mean BA | Result date | Report paper |
| --- | --- | --- | --- |
| ENS | 67 | Not recorded | 6a02b49edbc836b87d824e63 |

### ENS

Mean BA: 67. Result ID: 6a03438e47f34ce924e856a0.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49edbc836b87d824e63.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b49edbc836b87d824e63.md>)

Recorded evaluation configuration: {"Preferred Signature Matrix":"Pan-cancer","Preferred Model":"ENS (Ensemble model)"}. This record does not assert independent reproduction.

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