Decision Trees

Decision trees are known as decision support mechanisms that employed a tree-like model to make predictions or decisions.  Decision trees represent an algorithm that is based on conditional control statements \cite{Faul_2019}.    Similarly, as in the other machine learning algorithms, 5-fold cross-validation was used to have the training and testing sets from the collected data.  The resulting metrics of the validation and testing process can be seen in Table \ref{129715}