EC_Projeto_2

Authors:

Francisco Henriques - fc56348
Miguel Seabra - fc56344
Guilherme Marques - fc55472

Aim:

Students should provide the best possible classification models using whatever method covered in class
Variable to Classify is Biodegradable
Models should examine different hyperparameters and select the best one [Remember: everything else being similar, the simplest models should be preferred]

Processing notes:

Data is not normalized
Data has categorical and continuous variables
Data has missing values which should be handled accordingly
Data has 41 columns, and not all are important

Objectives:

Produce the best Classification model
For the best model, test different hyperparameters
Identify the most significant features