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Med_1_mL float64 | Med_2_mL float64 | Virus Present int64 |
|---|---|---|
-0.329042 | -1.486285 | 1 |
0.992476 | 1.131562 | 0 |
1.366665 | 0.448234 | 0 |
-1.007871 | -0.037607 | 1 |
0.525364 | 1.407888 | 0 |
0.085998 | -0.719295 | 1 |
-1.092106 | -0.385342 | 1 |
1.927136 | 1.502572 | 0 |
-0.40267 | -1.756854 | 1 |
1.696605 | 0.627812 | 0 |
-1.073191 | -0.42843 | 1 |
-0.505983 | -1.407425 | 1 |
0.566901 | 1.269456 | 0 |
-0.194546 | -0.732647 | 1 |
-0.855991 | -0.872392 | 1 |
0.806052 | 1.313585 | 0 |
1.488437 | 1.259045 | 0 |
-0.642786 | -0.897584 | 1 |
-0.869331 | -1.071202 | 1 |
1.194862 | 0.587356 | 0 |
0.938128 | 0.707773 | 0 |
0.439562 | 1.401315 | 0 |
-1.476773 | -1.832747 | 1 |
-0.59923 | -0.396767 | 1 |
0.294342 | 1.014866 | 0 |
-0.174509 | -0.848754 | 1 |
1.224249 | 0.580065 | 0 |
1.076344 | 1.117975 | 0 |
-0.629201 | -0.694664 | 1 |
1.861638 | 1.158145 | 0 |
0.531657 | 0.252907 | 0 |
1.671096 | 0.758344 | 0 |
-0.635168 | 0.024205 | 1 |
-1.306298 | -0.736271 | 1 |
0.628106 | 1.272425 | 0 |
-1.098884 | -0.20986 | 1 |
0.827865 | 0.997986 | 0 |
-0.869304 | -1.157916 | 1 |
1.184775 | 1.598644 | 0 |
-1.069635 | -1.719891 | 1 |
-0.481111 | -1.074308 | 1 |
-0.83958 | -0.835736 | 1 |
0.544941 | 0.958637 | 0 |
1.184182 | 0.561496 | 0 |
-1.31639 | -0.587583 | 1 |
0.803949 | 1.734906 | 0 |
0.895708 | 1.160154 | 0 |
-0.330944 | -1.132067 | 1 |
-0.861067 | -0.382097 | 1 |
0.862436 | 0.490356 | 0 |
-1.039627 | -0.313453 | 1 |
-0.054796 | -0.434773 | 1 |
-0.798095 | -0.454681 | 1 |
-0.581574 | -1.090266 | 1 |
0.392808 | 1.234962 | 0 |
0.770563 | 0.972384 | 0 |
0.860049 | 0.330694 | 0 |
0.848844 | 1.077105 | 0 |
0.540579 | 0.573896 | 0 |
1.131041 | 0.995395 | 0 |
0.386357 | 1.394652 | 0 |
-0.75803 | -1.005479 | 1 |
0.976157 | 0.470504 | 0 |
0.510491 | -0.174597 | 0 |
0.708102 | 1.081581 | 0 |
-0.69325 | -0.601884 | 1 |
-0.268845 | -1.215599 | 1 |
-1.321321 | -1.042866 | 1 |
-1.442881 | -0.84794 | 1 |
0.91325 | -0.006008 | 0 |
0.399249 | 0.938422 | 0 |
1.224439 | 0.238119 | 0 |
-0.480613 | -0.990537 | 1 |
-0.851427 | -1.361166 | 1 |
-0.70044 | -0.724266 | 1 |
0.769252 | 0.195025 | 0 |
1.402832 | 0.983389 | 0 |
-0.839353 | -0.379304 | 1 |
1.566423 | 0.339809 | 0 |
1.02063 | 1.09519 | 0 |
1.14199 | 1.013092 | 0 |
-0.543935 | -0.331518 | 1 |
1.190712 | 0.998569 | 0 |
1.369211 | 0.694366 | 0 |
-0.978902 | -0.831399 | 1 |
-0.857685 | -1.227845 | 1 |
-1.126075 | -1.010772 | 1 |
1.276811 | 1.013149 | 0 |
1.122989 | 0.213353 | 0 |
-0.579705 | -1.974531 | 1 |
-1.243747 | -1.369351 | 1 |
1.549239 | 1.16308 | 0 |
-1.100406 | -0.424685 | 1 |
-0.74085 | -0.579388 | 1 |
1.321695 | 1.245985 | 0 |
-1.176371 | -0.555912 | 1 |
-1.207994 | -1.446903 | 1 |
1.101758 | 0.636526 | 0 |
-0.785297 | -0.831537 | 1 |
0.626131 | 0.923252 | 0 |
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mouse-viral-svm — Dataset Curado
Descripción del Dataset
Clasificación binaria para detectar presencia de virus en ratones usando SVM
Dataset procesado a partir de gusdelact/mouse_viral_study para entrenamiento
de un clasificador SVM que detecta presencia de virus en ratones basándose en
mediciones de dos medicamentos (Med_1_mL, Med_2_mL).
Información General
- Autor: gusdelact
- Fecha de creación: 2026-05-18
- Fuente original: gusdelact/mouse_viral_study
- Licencia: Apache-2.0
Composición del Dataset
- Filas originales: 400
- Columnas: Med_1_mL, Med_2_mL (features) + Virus Present (target)
- Variable target: Virus Present (0 = sin virus, 1 = con virus)
- Balance de clases: 50% / 50%
Preprocesamiento Aplicado
- Clipping de outliers con IQR (factor 1.6)
- Estandarización StandardScaler para variables numéricas
- Separación train/test estratificada (75/25)
Uso Previsto
Dataset curado para entrenamiento de modelos de clasificación binaria (SVM, RF, etc.) para detectar presencia viral en ratones.
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