eda-and-model-building

Exploratory Data Analysis and model building on adult dataset found here: www.cs.toronto.edu/~delve/data/adult/desc.html

Compared 5 classifiers:

• Logistic Regression
• SVC
• Decision Tree Classifier
• Random Forest Classifier (performed best)
• MLP

Parameters were chosen using grid search.

Evaluation metrics used: Acurracy, F1 score, AUC score