The classification of bibliometric indicators is the fundamental issue of information science,which is traditionally based on subjective classification. This paper takes the JCR 2015 economics journal for example and uses cluster analysis,factor analysis and principal component analysis to classify the bibliometric indicators. Different classification results are obtained and the results are explained. First,objective classification is helpful to strengthen the understanding of bibliometric indicators. Second,objective classification and subjective classification should be used in combination. Third,cluster analysis has advantages over factor analysis and principal component analysis in the classification of bibliometric indicators. And last,not all of the objective classification results are meaningful.