bluecast.tests.test_error_analysis_regression

Module Contents

Functions

create_test_bluecast_instance()	Create a mock or a test instance of BlueCast for regression
create_test_bluecast_cv_instance()	Create a mock BlueCastCVRegression instance for testing
sample_regression_error_data()	Create sample regression error analysis data for testing
duckdb_regression_engine()	Create a DuckDB regression error analysis engine for testing
test_duckdb_regression_engine_init(...)	Test DuckDB regression error analysis engine initialization
test_duckdb_load_regression_data(...)	Test loading regression data into DuckDB
test_duckdb_compute_regression_statistics(...)	Test computing regression error statistics
test_duckdb_create_regression_visualizations(...)	Test creating regression error visualizations
test_out_of_fold_data_reader_regression(...)	Test OutOfFoldDataReaderRegression with proper error handling
test_out_of_fold_data_reader_regression_cv_error()	Test that OutOfFoldDataReaderRegression properly fails for CV instances
test_out_of_fold_data_reader_regression_cv(...)	Test OutOfFoldDataReaderRegressionCV
test_error_analyser_regression_mixin()	Test ErrorAnalyserRegressionMixin functionality
test_error_analyser_regression_full_pipeline(...)	Test full ErrorAnalyserRegression pipeline
test_error_analyser_regression_cv_full_pipeline(...)	Test full ErrorAnalyserRegressionCV pipeline
test_error_analyser_regression_wrong_method_calls()	Test that wrong method calls raise appropriate errors
test_error_distribution_regression_plotter_mixin()	Test ErrorDistributionRegressionPlotterMixin
test_regression_stack_predictions_by_class()	Test that stack_predictions_by_class works correctly for regression
test_regression_calculate_errors()	Test error calculation for regression
test_duckdb_create_regression_visualizations_with_residual_qq_plot(...)	Ensure residual Q-Q plot branch is executed when enough samples are present
test_error_distribution_regression_plotter_mixin_plots()	Exercise regression feature-level violin/box plotting path

bluecast.tests.test_error_analysis_regression.create_test_bluecast_instance()

Create a mock or a test instance of BlueCast for regression

bluecast.tests.test_error_analysis_regression.create_test_bluecast_cv_instance()

Create a mock BlueCastCVRegression instance for testing

bluecast.tests.test_error_analysis_regression.sample_regression_error_data()

Create sample regression error analysis data for testing

bluecast.tests.test_error_analysis_regression.duckdb_regression_engine()

Create a DuckDB regression error analysis engine for testing

bluecast.tests.test_error_analysis_regression.test_duckdb_regression_engine_init(duckdb_regression_engine)

Test DuckDB regression error analysis engine initialization

bluecast.tests.test_error_analysis_regression.test_duckdb_load_regression_data(duckdb_regression_engine, sample_regression_error_data)

Test loading regression data into DuckDB

bluecast.tests.test_error_analysis_regression.test_duckdb_compute_regression_statistics(duckdb_regression_engine, sample_regression_error_data)

Test computing regression error statistics

bluecast.tests.test_error_analysis_regression.test_duckdb_create_regression_visualizations(duckdb_regression_engine, sample_regression_error_data)

Test creating regression error visualizations

bluecast.tests.test_error_analysis_regression.test_out_of_fold_data_reader_regression(create_test_bluecast_instance)

Test OutOfFoldDataReaderRegression with proper error handling

bluecast.tests.test_error_analysis_regression.test_out_of_fold_data_reader_regression_cv_error()

Test that OutOfFoldDataReaderRegression properly fails for CV instances

bluecast.tests.test_error_analysis_regression.test_out_of_fold_data_reader_regression_cv(create_test_bluecast_cv_instance)

Test OutOfFoldDataReaderRegressionCV

bluecast.tests.test_error_analysis_regression.test_error_analyser_regression_mixin()

Test ErrorAnalyserRegressionMixin functionality

bluecast.tests.test_error_analysis_regression.test_error_analyser_regression_full_pipeline(create_test_bluecast_instance)

Test full ErrorAnalyserRegression pipeline

bluecast.tests.test_error_analysis_regression.test_error_analyser_regression_cv_full_pipeline(create_test_bluecast_cv_instance)

Test full ErrorAnalyserRegressionCV pipeline

bluecast.tests.test_error_analysis_regression.test_error_analyser_regression_wrong_method_calls()

Test that wrong method calls raise appropriate errors

bluecast.tests.test_error_analysis_regression.test_error_distribution_regression_plotter_mixin()

Test ErrorDistributionRegressionPlotterMixin

bluecast.tests.test_error_analysis_regression.test_regression_stack_predictions_by_class()

Test that stack_predictions_by_class works correctly for regression

bluecast.tests.test_error_analysis_regression.test_regression_calculate_errors()

Test error calculation for regression

bluecast.tests.test_error_analysis_regression.test_duckdb_create_regression_visualizations_with_residual_qq_plot(duckdb_regression_engine)

Ensure residual Q-Q plot branch is executed when enough samples are present

bluecast.tests.test_error_analysis_regression.test_error_distribution_regression_plotter_mixin_plots()

Exercise regression feature-level violin/box plotting path