def __update_medoids(self):
"""!
@brief Find medoids of clusters in line with contained objects.
@return (list) list of medians for current number of clusters.
"""
medians = [[] for i in range(len(self.__clusters))];
for index in range(len(self.__clusters)):
meadian_index = median(self.__pointer_data, self.__clusters[index]);
medians[index] = self.__pointer_data[meadian_index];
return medians;
def __update_medoids(self):
"""!
@brief Find medoids of clusters in line with contained objects.
@return (list) list of medoids for current number of clusters.
"""
medoids = [[] for i in range(len(self.__clusters))]
for index in range(len(self.__clusters)):
medoid_index = median(self.__pointer_data, self.__clusters[index])
medoids[index] = self.__pointer_data[medoid_index]
return medoids
def __update_medoids(self):
"""!
@brief Find medoids of clusters in line with contained objects.
@return (list) list of medoids for current number of clusters.
"""
medoid_indexes = [-1] * len(self.__clusters)
for index in range(len(self.__clusters)):
medoid_index = median(self.__pointer_data, self.__clusters[index], metric=self.__metric, data_type=self.__data_type)
medoid_indexes[index] = medoid_index
return medoid_indexes