validmind.test_suites.classifier
Test suites for sklearn-compatible classifier models
Ideal setup is to have the API client to read a custom test suite from the project's configuration
class
ClassifierMetrics(validmind.vm_models.test_suite.test_suite.TestSuite):
Test suite for sklearn classifier metrics
Inherited Members
- validmind.vm_models.test_suite.test_suite.TestSuite
- TestSuite
- get_tests
- num_tests
- get_default_config
class
ClassifierPerformance(validmind.vm_models.test_suite.test_suite.TestSuite):
Test suite for sklearn classifier models
Inherited Members
- validmind.vm_models.test_suite.test_suite.TestSuite
- TestSuite
- get_tests
- num_tests
- get_default_config
class
ClassifierDiagnosis(validmind.vm_models.test_suite.test_suite.TestSuite):
Test suite for sklearn classifier model diagnosis tests
Inherited Members
- validmind.vm_models.test_suite.test_suite.TestSuite
- TestSuite
- get_tests
- num_tests
- get_default_config
class
ClassifierModelValidation(validmind.vm_models.test_suite.test_suite.TestSuite):
Test suite for binary classification models.
Inherited Members
- validmind.vm_models.test_suite.test_suite.TestSuite
- TestSuite
- get_tests
- num_tests
- get_default_config
class
ClassifierFullSuite(validmind.vm_models.test_suite.test_suite.TestSuite):
Full test suite for binary classification models.
Inherited Members
- validmind.vm_models.test_suite.test_suite.TestSuite
- TestSuite
- get_tests
- num_tests
- get_default_config