An CLARA Algorithm based on Data Field
CLARA is a K-Medoids algorithm. It is more efficient and flexible than PAM(Partitioning around Medoid) to handle large data sets. However, it is inaccurate in random sampling in algorithm CLARA. Based on data field conception, an improved CLARA is designed to solve the problem. This improved algorithm is more efficient and improves quality of result of data mining.