ClimbsRocks / auto_ml / 937
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DEFAULT BRANCH: master
Ran
Jobs 9
Files 13
Run time 6min
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937

Pull #404

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Fix multi classification issues in auto_ml, change multi-class scoring metric to f1_score, and improve scoring return to only return negatives for metrics that you want higher values

Signed-off-by: Adithya Balaji <adithyabsk@gmail.com>
Pull Request #404: Fix multi classification issues

21 of 21 new or added lines in 2 files covered. (100.0%)

2647 of 3269 relevant lines covered (80.97%)

4.54 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
1
83.32
 0.24% auto_ml/predictor.py
14
77.16
 10.49% auto_ml/utils_scoring.py

Uncovered Existing Lines

Lines Coverage ∆ File
1
77.16
 10.49% auto_ml/utils_scoring.py
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 0.0% auto_ml/utils_categorical_ensembling.py
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91.28
 0.0% auto_ml/utils_models.py
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77.59
 0.0% auto_ml/utils_feature_selection.py
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89.4
 0.0% auto_ml/DataFrameVectorizer.py
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65.22
 0.0% auto_ml/utils_ensembling.py
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61.19
 0.0% auto_ml/utils.py
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73.78
 0.0% auto_ml/utils_data_cleaning.py
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81.89
 0.0% auto_ml/utils_model_training.py
282
83.32
 0.24% auto_ml/predictor.py
Jobs
ID Job ID Ran Files Coverage
1 937.1 (TESTS_TO_RUN=tests/advanced_tests/automated_tests_regressors.py) 13
43.32
 Travis Job 937.1
2 937.2 (TESTS_TO_RUN=tests/advanced_tests/automated_tests_regressors.py) 13
43.5
 Travis Job 937.2
3 937.3 (TESTS_TO_RUN=tests/advanced_tests/automated_tests.py) 13
52.28
 Travis Job 937.3
4 937.4 (TESTS_TO_RUN=tests/advanced_tests/automated_tests.py) 13
50.96
 Travis Job 937.4
5 937.5 (TESTS_TO_RUN=tests/advanced_tests/advanced_install_tests.py) 13
57.14
 Travis Job 937.5
6 937.6 (TESTS_TO_RUN=tests/advanced_tests/advanced_install_tests.py) 13
57.2
 Travis Job 937.6
7 937.7 (TESTS_TO_RUN=tests/core_tests) 13
68.8
 Travis Job 937.7
8 937.8 (TESTS_TO_RUN=tests/core_tests) 13
68.68
 Travis Job 937.8
9 937.9 (TESTS_TO_RUN=tests/backwards_compatibility_tests/backwards_compatibility_test.py) 13
12.39
 Travis Job 937.9
Source Files on build 937