id: 1
unit: def sample()
file: src/smote_variants.py
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size: 60 LOC
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number of parameters: 3

id: 2
unit: def avg_plots()
file: src/analyze.py
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size: 55 LOC
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number of parameters: 3

id: 3
unit: def filter_optimal_hps()
file: src/analyze.py
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size: 29 LOC
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number of parameters: 3

id: 4
unit: def _process_dataset()
file: src/utils.py
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end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 3

id: 5
unit: def set_random_state()
file: src/smote_variants.py
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size: 14 LOC
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number of parameters: 2

id: 6
unit: def _encode_target()
file: src/utils.py
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size: 12 LOC
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number of parameters: 1

id: 7
unit: def __init__()
file: src/smote_variants.py
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size: 10 LOC
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number of parameters: 4

id: 8
unit: def experiment()
file: src/experiment.py
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size: 10 LOC
McCabe index: 1
number of parameters: 0

id: 9
unit: def check_less_or_equal_par()
file: src/smote_variants.py
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size: 8 LOC
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number of parameters: 5

id: 10
unit: def check_less()
file: src/smote_variants.py
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size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 11
unit: def check_less_par()
file: src/smote_variants.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 5

id: 12
unit: def check_greater_or_equal_par()
file: src/smote_variants.py
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size: 8 LOC
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number of parameters: 5

id: 13
unit: def check_greater_par()
file: src/smote_variants.py
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size: 8 LOC
McCabe index: 2
number of parameters: 5

id: 14
unit: def check_equal()
file: src/smote_variants.py
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size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 15
unit: def check_equal_par()
file: src/smote_variants.py
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size: 8 LOC
McCabe index: 2
number of parameters: 5

id: 16
unit: def class_label_statistics()
file: src/smote_variants.py
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end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 17
unit: def check_enough_min_samples_for_sampling()
file: src/smote_variants.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 18
unit: def generate_parameter_combinations()
file: src/smote_variants.py
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size: 7 LOC
McCabe index: 4
number of parameters: 3

id: 19
unit: def sample_with_timing()
file: src/smote_variants.py
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size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 20
unit: def _fit_xgboost()
file: src/classifiers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 21
unit: def _fit_catboost()
file: src/classifiers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 22
unit: def _fit_decision_tree()
file: src/classifiers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 23
unit: def _fit_svm()
file: src/classifiers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 24
unit: def _fit_mlp()
file: src/classifiers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 25
unit: def _fit_lgbm()
file: src/classifiers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 26
unit: def _imblearn_oversample()
file: src/oversamplers.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 27
unit: def _random_oversample()
file: src/oversamplers.py
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size: 7 LOC
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number of parameters: 4

id: 28
unit: def det_n_to_sample()
file: src/smote_variants.py
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size: 6 LOC
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number of parameters: 4

id: 29
unit: def parameter_combinations()
file: src/smote_variants.py
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 30
unit: def get_params()
file: src/smote_variants.py
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size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 31
unit: def _calc_metric()
file: src/experiment.py
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size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 32
unit: def _imblearn_sampling_strategy()
file: src/oversamplers.py
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size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 33
unit: def check_in_range()
file: src/smote_variants.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 34
unit: def check_out_range()
file: src/smote_variants.py
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size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 35
unit: def check_less_or_equal()
file: src/smote_variants.py
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size: 5 LOC
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number of parameters: 4

id: 36
unit: def check_greater_or_equal()
file: src/smote_variants.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 37
unit: def check_greater()
file: src/smote_variants.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 38
unit: def check_isin()
file: src/smote_variants.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 39
unit: def sample_between_points_componentwise()
file: src/smote_variants.py
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size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 40
unit: def check_n_jobs()
file: src/smote_variants.py
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size: 4 LOC
McCabe index: 5
number of parameters: 3

id: 41
unit: def set_params()
file: src/smote_variants.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 42
unit: def predict()
file: src/classifiers.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 43
unit: def predict_proba()
file: src/classifiers.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 44
unit: def predict_proba()
file: src/classifiers.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 45
unit: def __init__()
file: src/smote_variants.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 46
unit: def sample_between_points()
file: src/smote_variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 47
unit: def sample_by_jittering()
file: src/smote_variants.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 48
unit: def sample_by_jittering_componentwise()
file: src/smote_variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 49
unit: def sample_by_gaussian_jittering()
file: src/smote_variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 50
unit: def sample()
file: src/smote_variants.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 51
unit: def fit_resample()
file: src/smote_variants.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 52
unit: def preprocessing_transform()
file: src/smote_variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 53
unit: def get_params()
file: src/smote_variants.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 54
unit: def descriptor()
file: src/smote_variants.py
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McCabe index: 1
number of parameters: 1

id: 55
unit: def __str__()
file: src/smote_variants.py
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McCabe index: 1
number of parameters: 1

id: 56
unit: def __init__()
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id: 57
unit: def __init__()
file: src/classifiers.py
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size: 2 LOC
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number of parameters: 3

id: 58
unit: def _poly_oversample()
file: src/oversamplers.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0