Use of supervised machine learning algorithms for predictions of values theoretically

The work has discussed the use of machine learning algorithms in the development of automated models such that they will be able to provide a great deal of assistance to humans and remove the dependency on the human being. Among the different machine learning algorithms present this work has focused on the supervised machine learning algorithm, for the process of data modeling and implementation in a real-world application. Different stages that would be required for the process of the model development, as well as the implementation, have been discussed in this report. With this work, determination of usefulness with supervised machine learning algorithm has tried to be achieved. For this, using the theoretical approach to make predictions and determination of the values has been performed with supervised algorithms