A decision tree is a machine learning technique that can be used for binary classification or multi-class classification. A binary classification problem is one where the goal is to predict the value ...

Next, the demo creates and trains a decision tree model using the DecisionTreeClassifier module from the scikit library. [Click on image for larger view.] Figure 1: Multi-Class Classification Using a ...

The authors’ approach is based on differences between assembly op-code frequencies in malware and benign classes. They have also utilized decision tree algorithms to simplify the classification.