| title: Iris Flower Classifier | |
| emoji: 🌺 | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: "6.12.0" | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| # 🌺 Iris Flower Classifier | |
| Clasificador de flores Iris usando **XGBoost** con **17 features engineered**. | |
| El modelo y dataset se descargan automáticamente desde Kaggle al iniciar el Space. | |
| ## Fuentes | |
| - **Modelo**: [gustavodelacruztovar/iris-xgboost-feature-engineered](https://www.kaggle.com/models/gustavodelacruztovar/iris-xgboost-feature-engineered) | |
| - **Dataset**: [gustavodelacruztovar/iris-flower-feature-engineered](https://www.kaggle.com/datasets/gustavodelacruztovar/iris-flower-feature-engineered) | |
| ## Métricas | |
| | Métrica | Valor | | |
| |---------|-------| | |
| | Test Accuracy | 96.67% | | |
| | CV Accuracy (5-fold) | 96.67% ± 2.98% | | |
| | Features | 17 (4 originales + 13 engineered) | | |