Machine Learning and Artificial Intelligence | Data Classification

Running head: DATA CLASSIFICATION
Data Classification
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Executive Summary
With the recent advancement of technology machine learning and Artificial intelligence are
ruling in the industries due to its variety of use. Basically machine learning is an application or it
can also be said that it is a subpart of AI which gives the computer a brain through which the
machine can take decisions without any human interaction. In this report a thorough analysis will
be made on the dataset provided. The dataset used in the analysis contains information regarding
the dataset where for each function contains the static code metrics which generally consist a
software system. Basically supervised machine learning algorithm will be implement over the
dataset to examine how well the classification is going to perform. With analysis visualization
will be done over the data to get better understanding of the data. At the end few conclusion
about the whole experiment will be conducted accordingly.

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Table of Contents
Executive Summary.........................................................................................................................2
Introduction......................................................................................................................................4
Discussion........................................................................................................................................4
Task 1...........................................................................................................................................4
Task 2...........................................................................................................................................5
Task 3...........................................................................................................................................8
Task 4...........................................................................................................................................8
Conclusion.......................................................................................................................................9
References......................................................................................................................................10