def setUp(self):
ImportedDataTest.setUp(self)
self.op = flow.KMeansOp(name = "KM",
channels = ["V2-A", "Y2-A"],
scale = {"V2-A" : "logicle",
"Y2-A" : "logicle"},
num_clusters = 2)
def k_means2(self, ex):
k = flow.KMeansOp(name="KMeans",
channels=[self.channel_name1, self.channel_name2],
scale={
self.channel_name1: "log",
self.channel_name2: "log"
},
num_clusters=3)
k.estimate(ex)
ex2 = k.apply(ex)
k.default_view().plot(ex2)
png_file = os.path.join(SHARED_PLOT_DIR,
self.get_file_name('k_means2.png'))
savefig(png_file)
self.response['k_means2'] = self.get_file_name('k_means2.png')