def test_REDCAP_fullward(self):
k = 5
clusters = pygeoda.redcap(k, self.queen_w, self.data,
"fullorder-wardlinkage")
self.assertAlmostEqual(
clusters["The ratio of between to total sum of squares"],
0.42268567324507456)
def test_REDCAP_fullaverage(self):
k = 5
clusters = pygeoda.redcap(k, self.queen_w, self.data,
"fullorder-averagelinkage")
self.assertAlmostEqual(
clusters["The ratio of between to total sum of squares"],
0.3854425827224785)
def test_REDCAP_fullsingle(self):
k = 5
clusters = pygeoda.redcap(k, self.queen_w, self.data,
"fullorder-singlelinkage")
self.assertAlmostEqual(
clusters["The ratio of between to total sum of squares"],
0.33931921310113483)
def test_REDCAP_fullcomplete(self):
k = 5
clusters = pygeoda.redcap(k, self.queen_w, self.data,
"fullorder-completelinkage")
self.assertAlmostEqual(
clusters["The ratio of between to total sum of squares"],
0.39420885009615186)
def test_REDCAP_firstsingle(self):
k = 5
clusters = pygeoda.redcap(k, self.queen_w, self.data,
"firstorder-singlelinkage")
self.assertAlmostEqual(
clusters["The ratio of between to total sum of squares"],
0.3763086808858706)