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Lung Cancer Convnext Large M2 Abg v9 Stable

| Metric | Value | | Accuracy | 0.7037 | | Precision (macro) | 0.5558 | | Recall (macro) | 0.5006 | | F1-score (macro) | 0.5178 | | F1-score (weighted) | 0.6832 | | ROC-AUC (macro) | 0.7359 | | Test patients | 54 |

TipoOtherVersiónRevision 15cabe5Publicador@tejajaladiCcalidad

Fuente del modelo

Tipo
Other
Tamaño del archivo
752 MB
Versión
vRevision 15cabe5
Actualizado
16 oct 2026
Publicador
@tejajaladi
Descargas
0
Fuente
Hugging Face

Descripción de la fuente

ABG Results

MetricValue
Accuracy0.7037
Precision (macro)0.5558
Recall (macro)0.5006
F1-score (macro)0.5178
F1-score (weighted)0.6832
ROC-AUC (macro)0.7359
Test patients54
ClassPrecisionRecallF1-scoreSupport
Adenocarcinoma0.770.870.8138
Small Cell Carcinoma0.400.330.366
Squamous Cell Carcinoma0.500.300.3810
Macro average0.560.500.5254
Weighted average0.680.700.6854
True \ PredictedAdenocarcinomaSmall Cell CarcinomaSquamous Cell Carcinoma
Adenocarcinoma3332
Small Cell Carcinoma321
Squamous Cell Carcinoma703

Fuentes

1 fuente
Hugging FacePrincipalVersión 15cabe5cb5ac822beffe51ba3fe50a5b3489cf2f
huggingface.co/tejajaladi/lung-cancer-convnext-large-m2-abg-v9-stable/tree/15cabe5cb5ac822beffe51ba3fe50a5b3489cf2f

Verificado 7 ago

Artefactos del modelo

3 artefactos

arest/bestfinal.pt

pt · 752 MB · SHA-256 d86aac80d0b7…f545 · Hugging Face

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bg/bestfinal.pt

pt · 752 MB · SHA-256 c45801cf6280…ab4d · Hugging Face

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direct3/bestfinal.pt

pt · 752 MB · SHA-256 64f5b4a5decd…6b38 · Hugging Face

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Extractos de fuentes

3 extractos

# ABG Results | Metric | Value | |---|---:| | Accuracy | 0.7037 | | Precision (macro) | 0.5558 | | Recall (macro) | 0.5006 | | F1-score (macro) | 0.5178 | | F1-score (weighted) | 0.6832 | | ROC-AUC (macro) | 0.7359 | | Test patients | 54 | | Class | Precision | Recall | F1-score | Support | |---|---:|---:|---:|---:| | Adenocarcinoma | 0.77 | 0.87 | 0.81 | 38 | | Small Cell Carcinoma | 0.40 | 0.33 | 0.36 | 6 | | Squamous Cell Carcinoma | 0.50 | 0.30 | 0.38 | 10 | | Macro average | 0.56 | 0.50 | 0.52 | 54 | | Weighted average | 0.68 | 0.70 | 0.68 | 54 | | True \ Predicted | Adenocarcinoma | Small Cell Carcinoma | Squamous Cell Carcinoma | |---|---:|---:|---:| | Adenocarcinoma | 33 | 3 | 2 | | Small Cell Carcinoma | 3 | 2 | 1 | | Squamous Cell Carcinoma | 7 | 0 | 3 |

Source context: 0 downloads · 0 likes · Repo tejajaladi/lung-cancer-convnext-large-m2-abg-v9-stable

Source context: 0 downloads · 0 likes · Pipeline image-classification · Library timm · Repo tejajaladi/lung-cancer-convnext-large-m2-abg-v9-stable