id: 1
unit: def create_model_version()
file: Project-BasicAlgorithm/train.py
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size: 32 LOC
McCabe index: 8
number of parameters: 4

id: 2
unit: def create_model_version()
file: Project-AutoML/train.py
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end line: 0
size: 32 LOC
McCabe index: 8
number of parameters: 4

id: 3
unit: def train_automl()
file: Project-AutoML/automl/mod/mod_autosklearn.py
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end line: 0
size: 22 LOC
McCabe index: 3
number of parameters: 4

id: 4
unit: def load_data()
file: Project-BasicAlgorithm/core/data.py
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end line: 0
size: 20 LOC
McCabe index: 4
number of parameters: 4

id: 5
unit: def main()
file: Project-BasicAlgorithm/train.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 2
number of parameters: 8

id: 6
unit: def load_data()
file: Project-AutoML/automl/data.py
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end line: 0
size: 20 LOC
McCabe index: 4
number of parameters: 4

id: 7
unit: def check_search_params()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 19 LOC
McCabe index: 8
number of parameters: 3

id: 8
unit: def parse_param_str()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 17 LOC
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number of parameters: 1

id: 9
unit: def parse_param_str()
file: Project-AutoML/automl/params.py
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end line: 0
size: 17 LOC
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number of parameters: 1

id: 10
unit: def predict_classification()
file: Project-AutoML/automl/mod/mod_autosklearn.py
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end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 2

id: 11
unit: def train_model()
file: Project-BasicAlgorithm/core/utils.py
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size: 13 LOC
McCabe index: 3
number of parameters: 4

id: 12
unit: def get_training_func()
file: Project-BasicAlgorithm/train.py
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end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 1

id: 13
unit: def predict_classification()
file: Project-AutoML/automl/mod/mod_flaml.py
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end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 2

id: 14
unit: def check_input_params()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 10 LOC
McCabe index: 6
number of parameters: 3

id: 15
unit: def match_type()
file: Project-BasicAlgorithm/core/training/params.py
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size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 16
unit: def eval()
file: Project-AutoML/automl/mod/mod_autosklearn.py
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size: 10 LOC
McCabe index: 2
number of parameters: 4

id: 17
unit: def get_tool()
file: Project-AutoML/train.py
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size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 18
unit: def check_input_params()
file: Project-AutoML/automl/params.py
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end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 2

id: 19
unit: def load_split_csv_data()
file: Project-BasicAlgorithm/core/data.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 20
unit: def load_context()
file: Project-AutoML/predictor.py
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end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 21
unit: def eval_automl()
file: Project-AutoML/automl/mod/mod_flaml.py
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end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 4

id: 22
unit: def load_split_csv_data()
file: Project-AutoML/automl/data.py
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end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 23
unit: def parse_file()
file: Project-BasicAlgorithm/core/training/params.py
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size: 7 LOC
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number of parameters: 1

id: 24
unit: def __init__()
file: Project-AutoML/automl/params.py
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size: 7 LOC
McCabe index: 1
number of parameters: 4

id: 25
unit: def parse_file()
file: Project-AutoML/automl/params.py
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size: 7 LOC
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number of parameters: 1

id: 26
unit: def train_automl()
file: Project-AutoML/automl/mod/mod_flaml.py
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size: 7 LOC
McCabe index: 1
number of parameters: 4

id: 27
unit: def main()
file: Project-AutoML/train.py
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end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 28
unit: def load_cls_default_params()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 29
unit: def class_weight()
file: Project-BasicAlgorithm/core/training/params.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 30
unit: def load_cls_default_params()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 31
unit: def predict()
file: Project-AutoML/automl/mod/mod_autosklearn.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 32
unit: def predict()
file: Project-AutoML/automl/mod/mod_flaml.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 33
unit: def eval_classification_metrics()
file: Project-BasicAlgorithm/core/metrics.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 34
unit: def __str__()
file: Project-BasicAlgorithm/core/training/params.py
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size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 35
unit: def load_cls_default_params()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 36
unit: def load_csv_data()
file: Project-BasicAlgorithm/core/data.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 37
unit: def eval_classification_metrics()
file: Project-AutoML/automl/metrics.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 38
unit: def load_automl()
file: Project-AutoML/automl/mod/mod_autosklearn.py
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end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 39
unit: def load_csv_data()
file: Project-AutoML/automl/data.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 40
unit: def load_cls_default_params()
file: Project-BasicAlgorithm/core/training/params.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 41
unit: def load_autosklearn_predictor()
file: Project-AutoML/predictor.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 42
unit: def load_flaml_predictor()
file: Project-AutoML/predictor.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 43
unit: def __str__()
file: Project-AutoML/automl/params.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 44
unit: def convert_y()
file: Project-AutoML/automl/mod/mod_flaml.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 45
unit: def predict()
file: Project-AutoML/predictor.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 46
unit: def save_automl()
file: Project-AutoML/automl/mod/mod_autosklearn.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 47
unit: def load_automl()
file: Project-AutoML/automl/mod/mod_flaml.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 48
unit: def eval_automl()
file: Project-AutoML/automl/mod/tool.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 49
unit: def train_lightgbm()
file: Project-BasicAlgorithm/core/training/lightgbm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 50
unit: def __init__()
file: Project-BasicAlgorithm/core/training/params.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 51
unit: def train_lr()
file: Project-BasicAlgorithm/core/training/lr.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 52
unit: def train_xgboost()
file: Project-BasicAlgorithm/core/training/xgboost.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 53
unit: def train_svc()
file: Project-BasicAlgorithm/core/training/svm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 54
unit: def get_onehot_encoder()
file: Project-BasicAlgorithm/core/utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 55
unit: def get_oridinal_encoder()
file: Project-BasicAlgorithm/core/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 56
unit: def save_automl()
file: Project-AutoML/automl/mod/mod_flaml.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 57
unit: def train_automl()
file: Project-AutoML/automl/mod/tool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 58
unit: def save_automl()
file: Project-AutoML/automl/mod/tool.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 59
unit: def __init__()
file: Project-AutoML/automl/mod/tool.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 60
unit: def predict()
file: Project-AutoML/automl/mod/tool.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 61
unit: def load_automl()
file: Project-AutoML/automl/mod/tool.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2