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