helpers.py 文件源码

def measure( predicted,true ):
    NMI = normalized_mutual_info_score( true,predicted )
    print("NMI:"+str(NMI))
    RAND = adjusted_rand_score( true,predicted )
    print("RAND:"+str(RAND))
    HOMO = homogeneity_score( true,predicted )
    print("HOMOGENEITY:"+str(HOMO))
    COMPLETENESS = completeness_score( true,predicted )
    print("COMPLETENESS:"+str(COMPLETENESS))
    return {'NMI':NMI,'RAND':RAND,'HOMOGENEITY':HOMO,'COMPLETENESS':COMPLETENESS}