def show_dendrogram(dendrogram):
"""!
@brief Display dendrogram of BANG-blocks.
@param[in] dendrogram (list): List representation of dendrogram of BANG-blocks.
@see bang.get_dendrogram()
"""
plt.figure()
axis = plt.subplot(1, 1, 1)
current_position = 0
for index_cluster in range(len(dendrogram)):
densities = [
block.get_density() for block in dendrogram[index_cluster]
]
xrange = range(current_position, current_position + len(densities))
axis.bar(xrange,
densities,
1.0,
linewidth=0.0,
color=color_list.get_color(index_cluster))
current_position += len(densities)
axis.set_ylabel("density")
axis.set_xlabel("block")
axis.xaxis.set_ticklabels([])
plt.xlim([-0.5, current_position - 0.5])
plt.show()
def show_dendrogram(dendrogram):
"""!
@brief Display dendrogram of BANG-blocks.
@param[in] dendrogram (list): List representation of dendrogram of BANG-blocks.
@see bang.get_dendrogram()
"""
plt.figure()
axis = plt.subplot(1, 1, 1)
current_position = 0
for index_cluster in range(len(dendrogram)):
densities = [ block.get_density() for block in dendrogram[index_cluster] ]
xrange = range(current_position, current_position + len(densities))
axis.bar(xrange, densities, 1.0, linewidth=0.0, color=color_list.get_color(index_cluster))
current_position += len(densities)
axis.set_ylabel("density")
axis.set_xlabel("block")
axis.xaxis.set_ticklabels([])
plt.xlim([-0.5, current_position - 0.5])
plt.show()
def __draw_clusters(self):
"""!
@brief Display clusters and outliers using different colors.
"""
data = self.__directory.get_data()
for index_cluster in range(len(self.__clusters)):
color = color_list.get_color(index_cluster)
self.__draw_cluster(data, self.__clusters[index_cluster], color, '.')
self.__draw_cluster(self.__directory.get_data(), self.__noise, 'gray', 'x')
def __draw_clusters(self):
"""!
@brief Display clusters and outliers using different colors.
"""
data = self.__directory.get_data()
for index_cluster in range(len(self.__clusters)):
color = color_list.get_color(index_cluster)
self.__draw_cluster(data, self.__clusters[index_cluster], color, '.')
self.__draw_cluster(self.__directory.get_data(), self.__noise, 'gray', 'x')