Cobra
API Reference
cobra
Cobra
»
Index
Index
_
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A
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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P
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Q
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R
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S
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T
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V
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W
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Y
_
_fitted_models (cobra.model_building.ForwardFeatureSelection.self attribute)
A
attributes_to_dict() (cobra.preprocessing.CategoricalDataProcessor method)
(cobra.preprocessing.KBinsDiscretizer method)
(cobra.preprocessing.TargetEncoder method)
auto_adapt_bins (cobra.preprocessing.KBinsDiscretizer attribute)
C
categorical_data_processor (cobra.preprocessing.PreProcessor attribute)
CategoricalDataProcessor (class in cobra.preprocessing)
category_size_threshold (cobra.preprocessing.CategoricalDataProcessor attribute)
change_endpoint_format (cobra.preprocessing.KBinsDiscretizer attribute)
ClassificationEvaluator (class in cobra.evaluation)
clean_predictor_name() (in module cobra.utils)
closed (cobra.preprocessing.KBinsDiscretizer attribute)
cobra.evaluation
module
cobra.model_building
module
cobra.preprocessing
module
cobra.utils
module
compute_correlations() (in module cobra.model_building)
compute_model_performances() (cobra.model_building.ForwardFeatureSelection method)
compute_pig_table() (in module cobra.evaluation)
compute_univariate_preselection() (in module cobra.model_building)
compute_variable_importance() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
confusion_matrix (cobra.evaluation.ClassificationEvaluator attribute)
cumulative_gains (cobra.evaluation.ClassificationEvaluator attribute)
D
deserialize() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
discretizer (cobra.preprocessing.PreProcessor attribute)
E
evaluate() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
evaluation_metrics (cobra.evaluation.ClassificationEvaluator attribute)
F
fit() (cobra.evaluation.ClassificationEvaluator method)
(cobra.evaluation.RegressionEvaluator method)
(cobra.model_building.ForwardFeatureSelection method)
(cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
(cobra.preprocessing.CategoricalDataProcessor method)
(cobra.preprocessing.KBinsDiscretizer method)
(cobra.preprocessing.PreProcessor method)
(cobra.preprocessing.TargetEncoder method)
fit_transform() (cobra.preprocessing.CategoricalDataProcessor method)
(cobra.preprocessing.KBinsDiscretizer method)
(cobra.preprocessing.PreProcessor method)
(cobra.preprocessing.TargetEncoder method)
forced_categories (cobra.preprocessing.CategoricalDataProcessor attribute)
ForwardFeatureSelection (class in cobra.model_building)
from_params() (cobra.preprocessing.PreProcessor class method)
from_pipeline() (cobra.preprocessing.PreProcessor class method)
G
generate_pig_tables() (in module cobra.evaluation)
get_coef() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
get_coef_by_predictor() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
get_intercept() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
get_model_from_step() (cobra.model_building.ForwardFeatureSelection method)
get_preselected_predictors() (in module cobra.model_building)
I
imputation_strategy (cobra.preprocessing.TargetEncoder attribute)
is_fitted (cobra.preprocessing.PreProcessor attribute)
K
KBinsDiscretizer (class in cobra.preprocessing)
keep_missing (cobra.preprocessing.CategoricalDataProcessor attribute)
L
label_format (cobra.preprocessing.KBinsDiscretizer attribute)
lift_at (cobra.evaluation.ClassificationEvaluator attribute)
lift_curve (cobra.evaluation.ClassificationEvaluator attribute)
linear (cobra.model_building.LinearRegressionModel attribute)
LinearRegressionModel (class in cobra.model_building)
LogisticRegressionModel (class in cobra.model_building)
logit (cobra.model_building.LogisticRegressionModel attribute)
M
max_predictors (cobra.model_building.ForwardFeatureSelection attribute)
MLModel (cobra.model_building.ForwardFeatureSelection attribute)
model_type (cobra.model_building.ForwardFeatureSelection attribute)
(cobra.preprocessing.CategoricalDataProcessor attribute)
(cobra.preprocessing.PreProcessor attribute)
module
cobra.evaluation
cobra.model_building
cobra.preprocessing
cobra.utils
N
n_bins (cobra.evaluation.ClassificationEvaluator attribute)
(cobra.preprocessing.KBinsDiscretizer attribute)
P
p_value_threshold (cobra.preprocessing.CategoricalDataProcessor attribute)
plot_confusion_matrix() (cobra.evaluation.ClassificationEvaluator method)
plot_correlation_matrix() (in module cobra.evaluation)
plot_cumulative_gains() (cobra.evaluation.ClassificationEvaluator method)
plot_cumulative_response_curve() (cobra.evaluation.ClassificationEvaluator method)
plot_incidence() (in module cobra.evaluation)
plot_lift_curve() (cobra.evaluation.ClassificationEvaluator method)
plot_performance_curves() (in module cobra.evaluation)
plot_predictions() (cobra.evaluation.RegressionEvaluator method)
plot_qq() (cobra.evaluation.RegressionEvaluator method)
plot_roc_curve() (cobra.evaluation.ClassificationEvaluator method)
plot_univariate_predictor_quality() (in module cobra.evaluation)
plot_variable_importance() (in module cobra.evaluation)
pos_only (cobra.model_building.ForwardFeatureSelection attribute)
predictors (cobra.model_building.LinearRegressionModel attribute)
(cobra.model_building.LogisticRegressionModel attribute)
PreProcessor (class in cobra.preprocessing)
probability_cutoff (cobra.evaluation.ClassificationEvaluator attribute)
Q
qq (cobra.evaluation.RegressionEvaluator attribute)
R
RegressionEvaluator (class in cobra.evaluation)
regroup (cobra.preprocessing.CategoricalDataProcessor attribute)
regroup_name (cobra.preprocessing.CategoricalDataProcessor attribute)
roc_curve (cobra.evaluation.ClassificationEvaluator attribute)
S
scalar_metrics (cobra.evaluation.RegressionEvaluator attribute)
scale_contingency_table (cobra.preprocessing.CategoricalDataProcessor attribute)
score_model() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
serialize() (cobra.model_building.LinearRegressionModel method)
(cobra.model_building.LogisticRegressionModel method)
serialize_pipeline() (cobra.preprocessing.PreProcessor method)
set_attributes_from_dict() (cobra.preprocessing.CategoricalDataProcessor method)
(cobra.preprocessing.KBinsDiscretizer method)
(cobra.preprocessing.TargetEncoder method)
starting_precision (cobra.preprocessing.KBinsDiscretizer attribute)
strategy (cobra.preprocessing.KBinsDiscretizer attribute)
T
target_encoder (cobra.preprocessing.PreProcessor attribute)
TargetEncoder (class in cobra.preprocessing)
train_selection_validation_split() (cobra.preprocessing.PreProcessor static method)
transform() (cobra.preprocessing.CategoricalDataProcessor method)
(cobra.preprocessing.KBinsDiscretizer method)
(cobra.preprocessing.PreProcessor method)
(cobra.preprocessing.TargetEncoder method)
V
valid_imputation_strategies (cobra.preprocessing.TargetEncoder attribute)
valid_keys (cobra.preprocessing.CategoricalDataProcessor attribute)
(cobra.preprocessing.KBinsDiscretizer attribute)
valid_strategies (cobra.preprocessing.KBinsDiscretizer attribute)
W
weight (cobra.preprocessing.TargetEncoder attribute)
Y
y_pred (cobra.evaluation.ClassificationEvaluator attribute)
(cobra.evaluation.RegressionEvaluator attribute)
y_true (cobra.evaluation.ClassificationEvaluator attribute)
(cobra.evaluation.RegressionEvaluator attribute)