Abstract: Decision tree algorithm is a kind of data mining model to make induction learning algorithm based on examples. It is easy to extract display rule, has smaller computation amount, and could ...

This is the first comprehensive book dedicated entirely to the field of decision trees in data mining and covers all aspects of this important technique. Decision trees have become one of the most ...

Abstract: Decision tree algorithms are very useful approaches in data mining. Indeed, the C4.5 algorithm is a popular ... of the parallel version of the C4.5 algorithm (PC4.5) based on the Apache ...

The continual explosion of information technology and the need for better data collection ... estimation and genetic algorithms. The book's discussion of classification includes an introduction to ...

Choosing the right algorithm for your data mining task is a critical ... consider more efficient algorithms like decision trees or linear regression. Cloud-based services offer an alternative ...

Classification is the process of assigning labels to data instances based ... of data mining for expert systems is C4.5, which is a classification algorithm that generates decision trees from ...

A decision tree ... based on the consequences of your decisions. The model is a form of supervised learning, meaning that the model is trained and tested on a set of data that contains the desired ...

Analyses were undertaken by using various exploratory machine learning algorithms to identify the most influencing ... Exploratory Data Mining Techniques (Decision Tree Models) for Examining the ...