''' Created on 21 Mar 2012 @author: george ''' from database.warehouse import WarehouseServer from database.model.tweets import EvaluationTweet from analysis.clustering.kmeans import OrangeKmeansClusterer from evaluation.evaluators import ClusteringEvaluator ws = WarehouseServer() documents = ws.get_all_documents(type=EvaluationTweet) oc = OrangeKmeansClusterer(k=35, ngram=1) ebe = ClusteringEvaluator(documents) bcubed_precision, bcubed_recall, bcubed_f = ebe.evaluate(clusterer=oc) print bcubed_precision, bcubed_recall, bcubed_f
