nannyml.sampling_error package

Submodules

• nannyml.sampling_error.binary_classification module
  • accuracy_sampling_error()
  • accuracy_sampling_error_components()
  • auroc_sampling_error()
  • auroc_sampling_error_components()
  • f1_sampling_error()
  • f1_sampling_error_components()
  • precision_sampling_error()
  • precision_sampling_error_components()
  • recall_sampling_error()
  • recall_sampling_error_components()
  • specificity_sampling_error()
  • specificity_sampling_error_components()
• nannyml.sampling_error.multiclass_classification module
  • accuracy_sampling_error()
  • accuracy_sampling_error_components()
  • auroc_sampling_error()
  • auroc_sampling_error_components()
  • f1_sampling_error()
  • f1_sampling_error_components()
  • precision_sampling_error()
  • precision_sampling_error_components()
  • recall_sampling_error()
  • recall_sampling_error_components()
  • specificity_sampling_error()
  • specificity_sampling_error_components()
• nannyml.sampling_error.regression module
  • mae_sampling_error()
  • mae_sampling_error_components()
  • mape_sampling_error()
  • mape_sampling_error_components()
  • mse_sampling_error()
  • mse_sampling_error_components()
  • msle_sampling_error()
  • msle_sampling_error_components()
  • rmse_sampling_error()
  • rmse_sampling_error_components()
  • rmsle_sampling_error()
  • rmsle_sampling_error_components()

Module contents

Package containing helper functions for estimating sampling error of Calculator/Estimator on a Chunk.