id: 1 unit: def _train_model() file: clearbox/training.py start line: 0 end line: 0 size: 34 LOC McCabe index: 2 number of parameters: 1 id: 2 unit: def _draw_boxplots() file: clearbox/visualization.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 3 id: 3 unit: def train() file: clearbox/training.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 4 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 2 id: 5 unit: def get_feature_baseline() file: clearbox/training.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 6 unit: def new() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 1 id: 7 unit: def __init__() file: clearbox/training.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 0 id: 8 unit: def __init__() file: clearbox/metrics/ndcg.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 3 id: 9 unit: def __init__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 10 unit: def __init__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 11 unit: def __init__() file: clearbox/formula.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 3 id: 12 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 13 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 14 unit: def new() file: clearbox/models/regression.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 15 unit: def new() file: clearbox/models/brute_force.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 16 unit: def _create_cv_split() file: clearbox/training.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 17 unit: def weights() file: clearbox/training.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 18 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 19 unit: def compute() file: clearbox/metrics/base.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 20 unit: def _validate_compute_args() file: clearbox/metrics/base.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 21 unit: def compute() file: clearbox/metrics/average.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 22 unit: def compute() file: clearbox/metrics/auroc.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 23 unit: def compute() file: clearbox/metrics/ndcg.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 24 unit: def __init__() file: clearbox/metrics/recall.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 25 unit: def compute() file: clearbox/metrics/recall.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 26 unit: def fit() file: clearbox/models/base.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 27 unit: def __call__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 28 unit: def __init__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 29 unit: def __call__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 30 unit: def __call__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 31 unit: def fit() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 32 unit: def predict() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 33 unit: def __init__() file: clearbox/models/regression.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 34 unit: def fit() file: clearbox/models/regression.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 35 unit: def weights() file: clearbox/models/regression.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 36 unit: def __init__() file: clearbox/models/regression.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 37 unit: def __init__() file: clearbox/models/brute_force.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 38 unit: def fit() file: clearbox/models/brute_force.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 39 unit: def predict() file: clearbox/models/brute_force.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 40 unit: def __init__() file: clearbox/models/brute_force.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 41 unit: def fit() file: clearbox/training.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 42 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 43 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 44 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 45 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 46 unit: def _serialize_arg_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 47 unit: def _serialize_arg_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 48 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 49 unit: def __init__() file: clearbox/visualization.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 50 unit: def visualize_training_results() file: clearbox/visualization.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 51 unit: def __init__() file: clearbox/metrics/average.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 52 unit: def new() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 53 unit: def __add__() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 54 unit: def __mul__() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 55 unit: def __sub__() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 56 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 57 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 58 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 59 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 60 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 61 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 62 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 63 unit: def encode() file: clearbox/features.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 1 id: 64 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 65 unit: def visualize_model_comparison() file: clearbox/visualization.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 66 unit: def name() file: clearbox/metrics/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 67 unit: def name() file: clearbox/metrics/average.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 68 unit: def name() file: clearbox/metrics/auroc.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 69 unit: def name() file: clearbox/metrics/ndcg.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 70 unit: def name() file: clearbox/metrics/recall.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 71 unit: def _binarize_target() file: clearbox/metrics/recall.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 72 unit: def weights() file: clearbox/models/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 73 unit: def predict() file: clearbox/models/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 74 unit: def new() file: clearbox/models/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 75 unit: def fit() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 76 unit: def predict() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 77 unit: def __init__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 78 unit: def fit() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 79 unit: def predict() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 80 unit: def new() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 81 unit: def __init__() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 82 unit: def new() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 83 unit: def _norm_cdf() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 84 unit: def _norm_pdf() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 85 unit: def weights() file: clearbox/models/probabilistic.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 86 unit: def predict() file: clearbox/models/regression.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 87 unit: def weights() file: clearbox/models/brute_force.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 88 unit: def __init__() file: clearbox/training.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 89 unit: def predict() file: clearbox/training.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 90 unit: def new() file: clearbox/training.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 91 unit: def metrics() file: clearbox/training.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 92 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 93 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 94 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 95 unit: def __str__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 96 unit: def __neg__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 97 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 98 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 99 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 100 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 101 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 102 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 103 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 104 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 105 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 106 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 107 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 108 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 109 unit: def __add__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 110 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 111 unit: def __mul__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 112 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 113 unit: def __init__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 114 unit: def evaluate() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 115 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 116 unit: def serialize_to_ranking_expression() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 117 unit: def _serialize_to_str() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 118 unit: def __getattr__() file: clearbox/features.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 119 unit: def _build_metric_summary_df() file: clearbox/visualization.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 120 unit: def feature_names() file: clearbox/formula.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 121 unit: def weights() file: clearbox/formula.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 122 unit: def evaluate() file: clearbox/formula.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 123 unit: def __str__() file: clearbox/formula.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 124 unit: def serialize_to_ranking_expression() file: clearbox/formula.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1