id: 1
unit: def prep_ablation()
file: scripts/interpret.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 1
number of parameters: 1

id: 2
unit: def train_xgb()
file: scripts/interpret.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 3
number of parameters: 0

id: 3
unit: def get_keywords()
file: scripts/interpret.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 6
number of parameters: 1

id: 4
unit: def forward()
file: scripts/train.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 3

id: 5
unit: def map_to_orig_tok()
file: scripts/interpret.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 6
unit: def load_feature_names()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 7
unit: def __init__()
file: scripts/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 8
unit: def transform()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 9
unit: def train()
file: scripts/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 10
unit: def extract_features()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 11
unit: def save_feature_names()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 12
unit: def split_data()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 13
unit: def get_chats()
file: scripts/interpret.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 14
unit: def relevant_keywords_helper()
file: scripts/interpret.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 15
unit: def perform_ablation()
file: scripts/interpret.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 16
unit: def obtain_context()
file: scripts/interpret.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 17
unit: def test()
file: scripts/train.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 18
unit: def predict()
file: scripts/train.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 19
unit: def plot_pr_curve()
file: scripts/train.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 20
unit: def plot_roc_curve()
file: scripts/train.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 21
unit: def create_joint_dataset()
file: scripts/create_dataset.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 22
unit: def __init__()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 23
unit: def extract_labels()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 24
unit: def extract_numerical_features()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 25
unit: def extract_categorical_features()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 26
unit: def extract_textual_features()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 27
unit: def get_relevant_keywords()
file: scripts/interpret.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 28
unit: def get_important_keywords()
file: scripts/interpret.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 29
unit: def fit()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 30
unit: def convert_label()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 31
unit: def get_feature_names()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 32
unit: def prep_data()
file: scripts/preprocess.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 33
unit: def get_train_assets()
file: scripts/train.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 0

id: 34
unit: def plot_train_stats()
file: scripts/train.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 0