2018.1.24

frog_data = pd.read_csv("../datas/Frogs_MFCCs.csv")
first_set = frog_data[['MFCCs_ 1', 'MFCCs_ 5', 'MFCCs_ 9', 'MFCCs_13', 'MFCCs_17', 'MFCCs_21']]
outputFile_1 = "../output/clusterResult_1.xls"
model_1 = cluster.KMeans(n_clusters=4, max_iter=4)
model_1.fit(first_set)

# print clustering result
r = pd.concat([first_set, pd.Series(model_1.labels_, index = first_set.index)], axis = 1)
r.columns = list(first_set.columns) + [u'聚类类别']
print(r)
r.to_excel(outputFile_1)