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.