/ensemble

Repository for ML II, Assignment 1, Ensemble Learning

Primary LanguageJupyter Notebook

Assignment 1: ENSEMBLE LEARNING | MACHINE LEARNING II

Repository for ML II, Assignment 1, Ensemble Learning

Index

1.1 Análisis Exploratorio - Blanca

  • Cambiar variables pairplot
  • Explicar cualitativamente las correlaciones

1.2 Simple Tree - Blanca

  • Usar balanced accuracy, sensitivity, specificity y F-1 score

1.3 Bagged Tree - Ana

1.4 Random Forest - Marta

1.5 Gradient Boosting - Mariajo

1.6 Stacking - Enrique

1.7 PCA - Ana

1.8 Comparacion - Mariajo

  • Muy importante : dataset desbalanceado. Mirar balanced accuracy, F-score etc

2.1 Validacion - Marta

2.2 Analisis dias mal clasificados - Enrique