def _create_clustering_exp(self, core_clustering_conf):
exp_conf = self.test_exp.exp_conf
conf = ClusteringConf(exp_conf.secuml_conf,
exp_conf.dataset_conf,
exp_conf.features_conf,
exp_conf.annotations_conf,
core_clustering_conf,
name='Alerts_%i' % exp_conf.exp_id,
parent=exp_conf.exp_id)
return AlertsClusteringExp(conf, self.test_exp.exp_conf.parent,
create=True, session=self.test_exp.session)
def _create_clustering_exp(self):
core_conf = CoreClusteringConf(self.exp.exp_conf.logger,
self.categories.num_categories)
name = '-'.join([
'AL%d' % self.exp.exp_id,
'Iter%d' % self.iteration.iter_num, self.label, 'clustering'
])
exp_conf = ClusteringConf(self.exp.exp_conf.secuml_conf,
self.exp.exp_conf.dataset_conf,
self.exp.exp_conf.features_conf,
self.exp.exp_conf.annotations_conf,
core_conf,
name=name,
parent=self.exp.exp_id)
clustering_exp = ClusteringExperiment(exp_conf,
session=self.exp.session)
clustering_exp.create_exp()
return clustering_exp
def _create_clustering_exp(self, core_clustering_conf):
exp_conf = self.test_exp.exp_conf
features_conf = FeaturesConf(
exp_conf.features_conf.input_features,
exp_conf.features_conf.sparse,
exp_conf.features_conf.logger,
filter_in_f=exp_conf.features_conf.filter_in_f,
filter_out_f=exp_conf.features_conf.filter_out_f)
conf = ClusteringConf(exp_conf.secuml_conf,
exp_conf.dataset_conf,
features_conf,
exp_conf.annotations_conf,
core_clustering_conf,
name='Alerts_%i' % exp_conf.exp_id,
parent=exp_conf.exp_id)
return AlertsClusteringExp(conf,
self.test_exp.exp_conf.parent,
create=True,
session=self.test_exp.session)