Individual Written Assignment 2

Machine Learning (ML)

Machine learning (ML) is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention.

For this section, you are required to answer both Part A and Part B below.

Part A – 60 marks

You are required to find any classification dataset whether from UCI or Kaggle in any field

Apply principles of ML to perform any pre-processing to the chosen dataset that you seem possible
Evaluate ML tools, you may apply at least FOUR (4) different types of ML algorithm to classify the data by using 10-fold cross validation
Create a set of evaluation specifications to identify which ML algorithm produce the best and the worst in classification task.

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