hierarchical.sg

CSVFile f_feats_train("../../data/classifier_4class_2d_linear_features_train.dat")

#![create_features]
RealFeatures features_train(f_feats_train)
#![create_features]

#![choose_distance]
EuclideanDistance distance(features_train, features_train)
#![choose_distance]

#![create_instance]
int merges = 3
Hierarchical hierarchical(merges, distance)
#![create_instance]

#![train_model]
hierarchical.train()
#![train_model]

#![extract_results]
RealVector d = hierarchical.get_merge_distances()
IntMatrix cp = hierarchical.get_cluster_pairs()
#![extract_results]