Financial institutions have long sought to reduce the risk of consumer loans by improving
their credit assessment methods. As new information and network technologies enable …

In classification, a decision tree is a common model due to its simple structure and easy
understanding. Most of decision tree algorithms assume all instances in a dataset have the …

Decision trees are among the most popular classifiers in machine learning, artificial
intelligence, and pattern recognition because they are accurate and easy to interpret. During …

In this paper, a post-pruning method known as zero-one loss function pruning (ZOLFP) that
is based on zero-one loss function is introduced. The proposed ZOLFP method minimizes …

The transition from competition era to capability era is starting nowadays. It urges the student
to also have capabilities of becoming something, not only the competitions. The need of …

The secondary structure of proteins is predicted using various binary classifiers. The data
are adopted from the RS126 database. The original data consists of protein primary and …