test_sap.py 文件源码

def testDense():
    """
    Test dense similarity matrix, Compare FSAPC result with SKlearn Affinity Propagation (AP) Clustering result
    """
    dense_similarity_matrix_file=os.path.join(os.path.dirname(os.path.abspath(__file__)),'FaceClusteringSimilarities.txt')
    exemplars_similarity=clusterSimilarityWithSklearnAPC(data_file=dense_similarity_matrix_file,damping=0.9,max_iter=200,convergence_iter=15,preference='min')
    print("Exemplar label similarity between sklearn.cluster.AffinityPropagation and SAP is: {0}".format(exemplars_similarity))