Python CondorAggregation.__get_gold_subjects__ Examples

Example #1

File: condors.py Project: JiaminXuan/aggregation

if os.path.exists("/home/ggdhines"):
    sys.path.append("/home/ggdhines/PycharmProjects/reduction/experimental/clusteringAlg")
elif os.path.exists("/Users/greg"):
    sys.path.append("/Users/greg/Code/reduction/experimental/clusteringAlg")
else:
    sys.path.append("/home/greg/github/reduction/experimental/clusteringAlg")

from divisiveKmeans import DivisiveKmeans
from multiClickCorrect import MultiClickCorrect

clusterAlg = DivisiveKmeans().__fit__
correctionAlg = MultiClickCorrect(overlap_threshold=1,min_cluster_size=2).__fix__

condor = CondorAggregation()

gold_subjects = condor.__get_gold_subjects__()
gold_sample = gold_subjects[:50]

for zooniverse_id in gold_sample:
    print zooniverse_id
    condor.__load_gold_standard__(zooniverse_id)
    condor.__readin_subject__(zooniverse_id)

    blankImage = condor.__cluster_subject__(zooniverse_id, clusterAlg,fix_distinct_clusters=True)#,correction_alg=correctionAlg)

condor.__readin_users__()
condor.__signal_ibcc__()
#condor.__roc__()
#condor.__display_false_positives__()

for zooniverse_id in gold_sample:

Example #2

        "/home/ggdhines/PycharmProjects/reduction/experimental/clusteringAlg")
elif os.path.exists("/Users/greg"):
    sys.path.append("/Users/greg/Code/reduction/experimental/clusteringAlg")
else:
    sys.path.append("/home/greg/github/reduction/experimental/clusteringAlg")

from divisiveKmeans import DivisiveKmeans
from multiClickCorrect import MultiClickCorrect

clusterAlg = DivisiveKmeans().__fit__
correctionAlg = MultiClickCorrect(overlap_threshold=1,
                                  min_cluster_size=2).__fix__

condor = CondorAggregation()

gold_subjects = condor.__get_gold_subjects__()
gold_sample = gold_subjects[:50]

for zooniverse_id in gold_sample:
    print zooniverse_id
    condor.__load_gold_standard__(zooniverse_id)
    condor.__readin_subject__(zooniverse_id)

    blankImage = condor.__cluster_subject__(
        zooniverse_id, clusterAlg,
        fix_distinct_clusters=True)  #,correction_alg=correctionAlg)

condor.__readin_users__()
condor.__signal_ibcc__()
#condor.__roc__()
#condor.__display_false_positives__()