Support Vector Machines and Kd-tree for Separating Quasars from Large Survey Databases

Gao Dan, Zhang Yanxia, Zhao Yongheng

We compare the performance of two automated classification algorithms: k-dimensional tree (kd-tree) and support vector machines (SVMs), to separate quasars from stars in the databa…