724535172c099bb841a10914462d2a600d13ab24,tests/test_classify.py,TestClassify,test_em,#TestClassify#,56

Before Change



    def test_em(self):

        y, match_index = generate.simulate_features()

        train_df_matches = y.ix[match_index].sample(500)
        train_df_nonmatches = y.ix[y.index - match_index].sample(1500)
        train_df = train_df_matches.append(train_df_nonmatches)

        ecm = recordlinkage.ECMClassifier()

After Change



    def test_em(self):

        train_df_matches = self.y.ix[self.match_index].sample(500)
        train_df_nonmatches = self.y.ix[self.y.index.difference(self.match_index)].sample(1500)
        train_df = train_df_matches.append(train_df_nonmatches)

        ecm = recordlinkage.ECMClassifier()
        ecm.learn(train_df.round())
        ecm.predict(self.y.round())
        ecm.prob(self.y.round())

        self.assertTrue(ecm.p is not None)
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 5

Non-data size: 13

Instances


Project Name: J535D165/recordlinkage
Commit Name: 724535172c099bb841a10914462d2a600d13ab24
Time: 2016-10-05
Author: jonathandebruinhome@gmail.com
File Name: tests/test_classify.py
Class Name: TestClassify
Method Name: test_em


Project Name: J535D165/recordlinkage
Commit Name: 724535172c099bb841a10914462d2a600d13ab24
Time: 2016-10-05
Author: jonathandebruinhome@gmail.com
File Name: tests/test_classify.py
Class Name: TestClassify
Method Name: test_logistic


Project Name: J535D165/recordlinkage
Commit Name: 724535172c099bb841a10914462d2a600d13ab24
Time: 2016-10-05
Author: jonathandebruinhome@gmail.com
File Name: tests/test_classify.py
Class Name: TestClassify
Method Name: test_kmeans


Project Name: J535D165/recordlinkage
Commit Name: 724535172c099bb841a10914462d2a600d13ab24
Time: 2016-10-05
Author: jonathandebruinhome@gmail.com
File Name: tests/test_classify.py
Class Name: TestClassify
Method Name: test_em


Project Name: J535D165/recordlinkage
Commit Name: 724535172c099bb841a10914462d2a600d13ab24
Time: 2016-10-05
Author: jonathandebruinhome@gmail.com
File Name: tests/test_classify.py
Class Name: TestClassify
Method Name: test_bernoulli_naive_bayes


Project Name: J535D165/recordlinkage
Commit Name: 724535172c099bb841a10914462d2a600d13ab24
Time: 2016-10-05
Author: jonathandebruinhome@gmail.com
File Name: tests/test_classify.py
Class Name: TestClassify
Method Name: test_svm