aws-samples / amazon-sagemaker-credit-risk-prediction-explainability-bias-detection
Metrics

All numeric values measured by Sokrates.

Intro
  • Metrics are all numeric values measured by Sokrates.
  • You can use these metrics to define goals and controls.
Metrics
Metric Value
TOTAL_NUMBER_OF_FILES 16
NUMBER_OF_FILES_MAIN 5
LINES_OF_CODE_MAIN 1,229
NUMBER_OF_FILES_MAIN_EXT_ASC 1
LINES_OF_CODE_MAIN_EXT_ASC 1,001
NUMBER_OF_FILES_MAIN_EXT_PY 4
LINES_OF_CODE_MAIN_EXT_PY 228
NUMBER_OF_FILES_TEST 0
LINES_OF_CODE_TEST 0
TEST_VS_MAIN_LINES_OF_CODE_PERCENTAGE 0
NUMBER_OF_FILES_GENERATED 0
LINES_OF_CODE_GENERATED 0
NUMBER_OF_FILES_BUILD_AND_DEPLOYMENT 0
LINES_OF_CODE_BUILD_AND_DEPLOYMENT 0
NUMBER_OF_FILES_OTHER 5
LINES_OF_CODE_OTHER 2,109
NUMBER_OF_FILES_OTHER_EXT_IPYNB 1
LINES_OF_CODE_OTHER_EXT_IPYNB 1,881
NUMBER_OF_FILES_OTHER_EXT_JSON 1
LINES_OF_CODE_OTHER_EXT_JSON 124
NUMBER_OF_FILES_OTHER_EXT_MD 3
LINES_OF_CODE_OTHER_EXT_MD 104
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE_SKLEARN 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE_SKLEARN 49
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE_SKLEARN_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE_SKLEARN_EXT_PY 49
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE_XGBOOST 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE_XGBOOST 21
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_INFERENCE_XGBOOST_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_INFERENCE_XGBOOST_EXT_PY 21
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TRAINING 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TRAINING 62
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_TRAINING_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_TRAINING_EXT_PY 62
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_DATA 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_DATA 1,001
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_DATA_EXT_ASC 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_DATA_EXT_ASC 1,001
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PROCESSING 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PROCESSING 96
NUMBER_OF_FILES_DECOMPOSITION_PRIMARY_PROCESSING_EXT_PY 1
LINES_OF_CODE_DECOMPOSITION_PRIMARY_PROCESSING_EXT_PY 96
NUMBER_OF_DEPENDENCY_LINKS_DECOMPOSITION_PRIMARY 0
NUMBER_OF_DEPENDENCIES_DECOMPOSITION_PRIMARY 0
NUMBER_OF_PLACES_WITH_CYCLIC_DEPENDENCIES_DECOMPOSITION_PRIMARY 0
NUMBER_OF_FILES_CONCERN_GENERAL_TODOS 0
LINES_OF_CODE_CONCERN_GENERAL_TODOS 0
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED 5
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED 1,229
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_ASC 1
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_ASC 1,001
NUMBER_OF_FILES_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 4
LINES_OF_CODE_CONCERN_GENERAL_UNCLASSIFIED_EXT_PY 228
NEGLIGIBLE_RISK_FILE_SIZE_COUNT 4
LOW_RISK_FILE_SIZE_COUNT 0
MEDIUM_RISK_FILE_SIZE_COUNT 0
HIGH_RISK_FILE_SIZE_COUNT 0
VERY_HIGH_RISK_FILE_SIZE_COUNT 1
NEGLIGIBLE_RISK_FILE_SIZE_LOC 228
LOW_RISK_FILE_SIZE_LOC 0
MEDIUM_RISK_FILE_SIZE_LOC 0
HIGH_RISK_FILE_SIZE_LOC 0
VERY_HIGH_RISK_FILE_SIZE_LOC 1,001
FILE_CHANGE_HISTORY_TOTAL_AGE_DAYS 144
FILE_CHANGE_HISTORY_ACTIVE_DAYS 7
FILE_CHANGE_HISTORY_WEEKS 1
FILE_CHANGE_HISTORY_ESTIMATED_WORKING_DAYS 5
FILE_AGE_NEGLIGIBLE_RISK_COUNT 0
FILE_AGE_LOW_RISK_COUNT 0
FILE_AGE_MEDIUM_RISK_COUNT 5
FILE_AGE_HIGH_RISK_COUNT 0
FILE_AGE_VERY_HIGH_RISK_COUNT 0
FILE_AGE_NEGLIGIBLE_RISK_LOC 0
FILE_AGE_LOW_RISK_LOC 0
FILE_AGE_MEDIUM_RISK_LOC 1,229
FILE_AGE_HIGH_RISK_LOC 0
FILE_AGE_VERY_HIGH_RISK_LOC 0
NUMBER_OF_CONTRIBUTORS 3
NUMBER_OF_UNITS 7
LINES_OF_CODE_IN_UNITS 89
LINES_OF_CODE_OUTSIDE_UNITS 1,140
UNIT_SIZE_NEGLIGIBLE_RISK_LOC 12
UNIT_SIZE_NEGLIGIBLE_RISK_PERCENTAGE 13.48
UNIT_SIZE_NEGLIGIBLE_RISK_COUNT 3
UNIT_SIZE_LOW_RISK_LOC 41
UNIT_SIZE_LOW_RISK_PERCENTAGE 46.07
UNIT_SIZE_LOW_RISK_COUNT 3
UNIT_SIZE_MEDIUM_RISK_LOC 36
UNIT_SIZE_MEDIUM_RISK_PERCENTAGE 40.45
UNIT_SIZE_MEDIUM_RISK_COUNT 1
UNIT_SIZE_HIGH_RISK_LOC 0
UNIT_SIZE_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_HIGH_RISK_COUNT 0
UNIT_SIZE_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_NEGLIGIBLE_RISK_LOC 8
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_NEGLIGIBLE_RISK_PERCENTAGE 36.36
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_NEGLIGIBLE_RISK_COUNT 2
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_LOW_RISK_LOC 14
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_LOW_RISK_PERCENTAGE 63.64
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_SKLEARN_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_NEGLIGIBLE_RISK_LOC 4
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_NEGLIGIBLE_RISK_PERCENTAGE 26.67
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_NEGLIGIBLE_RISK_COUNT 1
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_LOW_RISK_LOC 11
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_LOW_RISK_PERCENTAGE 73.33
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_MEDIUM_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_MEDIUM_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_MEDIUM_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_INFERENCE_XGBOOST_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_TRAINING_NEGLIGIBLE_RISK_LOC 0
UNIT_SIZE_COMPONENT_TRAINING_NEGLIGIBLE_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_TRAINING_NEGLIGIBLE_RISK_COUNT 0
UNIT_SIZE_COMPONENT_TRAINING_LOW_RISK_LOC 16
UNIT_SIZE_COMPONENT_TRAINING_LOW_RISK_PERCENTAGE 30.77
UNIT_SIZE_COMPONENT_TRAINING_LOW_RISK_COUNT 1
UNIT_SIZE_COMPONENT_TRAINING_MEDIUM_RISK_LOC 36
UNIT_SIZE_COMPONENT_TRAINING_MEDIUM_RISK_PERCENTAGE 69.23
UNIT_SIZE_COMPONENT_TRAINING_MEDIUM_RISK_COUNT 1
UNIT_SIZE_COMPONENT_TRAINING_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_TRAINING_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_TRAINING_HIGH_RISK_COUNT 0
UNIT_SIZE_COMPONENT_TRAINING_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_COMPONENT_TRAINING_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_COMPONENT_TRAINING_VERY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_LOC 12
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_PERCENTAGE 13.48
UNIT_SIZE_EXTENSION_PY_NEGLIGIBLE_RISK_COUNT 3
UNIT_SIZE_EXTENSION_PY_LOW_RISK_LOC 41
UNIT_SIZE_EXTENSION_PY_LOW_RISK_PERCENTAGE 46.07
UNIT_SIZE_EXTENSION_PY_LOW_RISK_COUNT 3
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_LOC 36
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_PERCENTAGE 40.45
UNIT_SIZE_EXTENSION_PY_MEDIUM_RISK_COUNT 1
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_HIGH_RISK_COUNT 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_LOC 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_PERCENTAGE 0
UNIT_SIZE_EXTENSION_PY_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_LOC 89
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_NEGLIGIBLE_RISK_COUNT 7
CONDITIONAL_COMPLEXITY_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_PLUS_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_HIGH_PLUS_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_NEGLIGIBLE_RISK_LOC 22
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_NEGLIGIBLE_RISK_COUNT 3
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_SKLEARN_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_NEGLIGIBLE_RISK_LOC 15
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_NEGLIGIBLE_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_INFERENCE_XGBOOST_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_NEGLIGIBLE_RISK_LOC 52
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_NEGLIGIBLE_RISK_COUNT 2
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_TRAINING_VERY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_LOC 89
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_PERCENTAGE 100
CONDITIONAL_COMPLEXITY_COMPONENT_PY_NEGLIGIBLE_RISK_COUNT 7
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_LOW_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_MEDIUM_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_HIGH_RISK_COUNT 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_LOC 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_PERCENTAGE 0
CONDITIONAL_COMPLEXITY_COMPONENT_PY_VERY_HIGH_RISK_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATES 1
DUPLICATION_NUMBER_OF_FILES_WITH_DUPLICATES 2
DUPLICATION_NUMBER_OF_DUPLICATED_LINES 40
DUPLICATION_NUMBER_OF_CLEANED_LINES 1,198
DUPLICATION_PERCENTAGE 3.34
UNIT_DUPLICATES_COUNT 0
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_INFERENCE_SKLEARN 20
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_INFERENCE_SKLEARN 20
DUPLICATION_PERCENTAGE_PRIMARY_INFERENCE_SKLEARN 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_PROCESSING 20
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_PROCESSING 20
DUPLICATION_PERCENTAGE_PRIMARY_PROCESSING 100
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_INFERENCE_XGBOOST 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_INFERENCE_XGBOOST 0
DUPLICATION_PERCENTAGE_PRIMARY_INFERENCE_XGBOOST -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_TRAINING 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_TRAINING 0
DUPLICATION_PERCENTAGE_PRIMARY_TRAINING -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PRIMARY_DATA 0
DUPLICATION_NUMBER_OF_CLEANED_LINES_PRIMARY_DATA 0
DUPLICATION_PERCENTAGE_PRIMARY_DATA -
DUPLICATION_NUMBER_OF_DUPLICATED_LINES_PY 40
DUPLICATION_NUMBER_OF_CLEANED_LINES_PY 197
DUPLICATION_PERCENTAGE_PY 20.3
TOTAL_ANALYSIS_TIME_IN_MILLIS 403