Index

_

__init__() (easypred.base_prediction.Prediction method) (easypred.binary_prediction.BinaryPrediction method) (easypred.binary_score.BinaryScore method) (easypred.numeric_prediction.NumericPrediction method)

A

accuracy_score (easypred.base_prediction.Prediction property) (easypred.binary_prediction.BinaryPrediction property) (easypred.numeric_prediction.NumericPrediction property) accuracy_score() (in module easypred.metrics)

accuracy_scores (easypred.binary_score.BinaryScore property) as_dataframe() (easypred.base_prediction.Prediction method) (easypred.binary_prediction.BinaryPrediction method) (easypred.numeric_prediction.NumericPrediction method) auc_score (easypred.binary_score.BinaryScore property)

B

balanced_accuracy_score (easypred.binary_prediction.BinaryPrediction property) balanced_accuracy_score() (in module easypred.metrics)

best_threshold() (easypred.binary_score.BinaryScore method) BinaryPrediction (class in easypred.binary_prediction) BinaryScore (class in easypred.binary_score)

C

c_score (easypred.binary_score.BinaryScore property)

computation_decimals (easypred.binary_score.BinaryScore attribute) confusion_matrix() (easypred.binary_prediction.BinaryPrediction method)

D

describe() (easypred.base_prediction.Prediction method) (easypred.binary_prediction.BinaryPrediction method) (easypred.binary_score.BinaryScore method) (easypred.numeric_prediction.NumericPrediction method)

E

easypred.base_prediction module easypred.binary_prediction module easypred.binary_score module

easypred.metrics module easypred.numeric_prediction module

F

f1_score (easypred.binary_prediction.BinaryPrediction property) f1_score() (in module easypred.metrics) f1_scores (easypred.binary_score.BinaryScore property) false_negative_rate (easypred.binary_prediction.BinaryPrediction property) false_negative_rate() (in module easypred.metrics) false_positive_rate (easypred.binary_prediction.BinaryPrediction property) false_positive_rate() (in module easypred.metrics)

false_positive_rates (easypred.binary_score.BinaryScore property) fitted_scores (easypred.binary_score.BinaryScore attribute) fitted_values (easypred.base_prediction.Prediction attribute) (easypred.binary_prediction.BinaryPrediction attribute) (easypred.numeric_prediction.NumericPrediction attribute) from_binary_score() (easypred.binary_prediction.BinaryPrediction class method) from_prediction() (easypred.binary_prediction.BinaryPrediction class method)

G

goodmankruskagamma_score (easypred.binary_score.BinaryScore property)

K

kendalltau_score (easypred.binary_score.BinaryScore property)

M

mae (easypred.numeric_prediction.NumericPrediction property) mape (easypred.numeric_prediction.NumericPrediction property) matches() (easypred.base_prediction.Prediction method) (easypred.binary_prediction.BinaryPrediction method) (easypred.numeric_prediction.NumericPrediction method) matches_tolerance() (easypred.numeric_prediction.NumericPrediction method)

module easypred.base_prediction easypred.binary_prediction easypred.binary_score easypred.metrics easypred.numeric_prediction mse (easypred.numeric_prediction.NumericPrediction property)

N

negative_predictive_value (easypred.binary_prediction.BinaryPrediction property)

negative_predictive_value() (in module easypred.metrics) NumericPrediction (class in easypred.numeric_prediction)

P

pairs_count() (easypred.binary_score.BinaryScore method) plot_fit() (easypred.numeric_prediction.NumericPrediction method) plot_fit_residuals() (easypred.numeric_prediction.NumericPrediction method) plot_metric() (easypred.binary_score.BinaryScore method) plot_residuals() (easypred.numeric_prediction.NumericPrediction method)

plot_roc_curve() (easypred.binary_score.BinaryScore method) plot_score_histogram() (easypred.binary_score.BinaryScore method) precision_score (easypred.binary_prediction.BinaryPrediction property) precision_score() (in module easypred.metrics) Prediction (class in easypred.base_prediction)

R

r_squared (easypred.numeric_prediction.NumericPrediction property) real_values (easypred.base_prediction.Prediction attribute) (easypred.binary_prediction.BinaryPrediction attribute) (easypred.binary_score.BinaryScore attribute) (easypred.numeric_prediction.NumericPrediction attribute)

recall_score (easypred.binary_prediction.BinaryPrediction property) recall_score() (in module easypred.metrics) recall_scores (easypred.binary_score.BinaryScore property) residuals() (easypred.numeric_prediction.NumericPrediction method) rmse (easypred.numeric_prediction.NumericPrediction property)

S

score_to_values() (easypred.binary_score.BinaryScore method) somersd_score (easypred.binary_score.BinaryScore property)

specificity_score (easypred.binary_prediction.BinaryPrediction property) specificity_score() (in module easypred.metrics)

T

to_binary_prediction() (easypred.binary_score.BinaryScore method)

U

unique_scores (easypred.binary_score.BinaryScore property)

V

value_negative (easypred.binary_prediction.BinaryPrediction property) (easypred.binary_score.BinaryScore property)

value_positive (easypred.binary_prediction.BinaryPrediction attribute) (easypred.binary_score.BinaryScore attribute)