History Class
Provide constants related to uploading assets to run history.
- Inheritance
-
builtins.objectHistory
Constructor
History()
Attributes
ASSET_TYPE
ASSET_TYPE = 'azureml.explanation'
BLOCK_SIZE
BLOCK_SIZE = 'block_size'
CLASSES
CLASSES = 'classes'
COMMENT
COMMENT = 'comment'
EVAL_DATA
EVAL_DATA = 'eval_data'
EVAL_DATASET_ID
EVAL_DATASET_ID = 'eval_dataset_id'
EVAL_DATA_VIZ
EVAL_DATA_VIZ = 'eval_data_viz'
EVAL_DATA_VIZ_INDICES
EVAL_DATA_VIZ_INDICES = 'eval_data_viz_indices'
EVAL_Y_PRED
EVAL_Y_PRED = 'eval_y_predicted'
EVAL_Y_PRED_PROBA
EVAL_Y_PRED_PROBA = 'eval_y_predicted_proba'
EXPECTED_VALUES
EXPECTED_VALUES = 'expected_values'
EXPERIMENT_ID
EXPERIMENT_ID = 'experiment_id'
EXPERIMENT_NAME
EXPERIMENT_NAME = 'experiment_name'
EXPLANATION
EXPLANATION = 'explanation'
EXPLANATION_ASSET
EXPLANATION_ASSET = 'explanation_asset'
EXPLANATION_ASSET_TYPE_V2
EXPLANATION_ASSET_TYPE_V2 = 'azureml.v2.model.explanation'
EXPLANATION_ASSET_TYPE_V3
EXPLANATION_ASSET_TYPE_V3 = 'azureml.v3.model.explanation'
EXPLANATION_ASSET_TYPE_V4
EXPLANATION_ASSET_TYPE_V4 = 'azureml.v4.model.explanation'
EXPLANATION_ASSET_TYPE_V5
EXPLANATION_ASSET_TYPE_V5 = 'azureml.v5.model.explanation'
EXPLANATION_ASSET_TYPE_V6
EXPLANATION_ASSET_TYPE_V6 = 'azureml.v6.model.explanation'
EXPLANATION_ASSET_TYPE_V7
EXPLANATION_ASSET_TYPE_V7 = 'azureml.v7.model.explanation'
EXPLANATION_ASSET_TYPE_V8
EXPLANATION_ASSET_TYPE_V8 = 'azureml.v8.model.explanation'
EXPLANATION_ID
EXPLANATION_ID = 'explanation_id'
FEATURES
FEATURES = 'features'
GLOBAL
GLOBAL = 'global'
GLOBAL_NAMES
GLOBAL_NAMES = 'global_names'
GLOBAL_RANK
GLOBAL_RANK = 'global_rank'
GLOBAL_VALUES
GLOBAL_VALUES = 'global_values'
ID
ID = 'id'
ID_PATH_2004
ID_PATH_2004 = 8
INDICES
INDICES = 'indices'
INIT_DATA
INIT_DATA = 'init_data'
INIT_DATASET_ID
INIT_DATASET_ID = 'init_dataset_id'
LOCAL
LOCAL = 'local'
LOCAL_IMPORTANCE_RANK
LOCAL_IMPORTANCE_RANK = 'local_importance_rank'
LOCAL_IMPORTANCE_VALUES
LOCAL_IMPORTANCE_VALUES = 'local_importance_values'
LOCAL_IMPORTANCE_VALUES_SPARSE
LOCAL_IMPORTANCE_VALUES_SPARSE = 'local_importance_values_sparse'
LOCAL_IMPORTANCE_VIZ
LOCAL_IMPORTANCE_VIZ = 'local_importance_viz'
MAX_NUM_BLOCKS
MAX_NUM_BLOCKS = 'max_num_blocks'
METADATA_ARTIFACT
METADATA_ARTIFACT = 'metadata_artifact_path'
METHOD
METHOD = 'method'
MODEL_ID
MODEL_ID = 'model_id'
NAME
NAME = 'name'
NUM_BLOCKS
NUM_BLOCKS = 'num_blocks'
NUM_CLASSES
NUM_CLASSES = 'num_classes'
NUM_EXAMPLES
NUM_EXAMPLES = 'num_examples'
NUM_FEATURES
NUM_FEATURES = 'num_features'
ORDERED_LOCAL_IMPORTANCE_VALUES
ORDERED_LOCAL_IMPORTANCE_VALUES = 'ordered_local_importance_values'
PER_CLASS_NAMES
PER_CLASS_NAMES = 'per_class_names'
PER_CLASS_RANK
PER_CLASS_RANK = 'per_class_rank'
PER_CLASS_VALUES
PER_CLASS_VALUES = 'per_class_values'
PREFIX
PREFIX = 'prefix'
PROPERTIES
PROPERTIES = 'properties'
RANKED_GLOBAL_NAMES
RANKED_GLOBAL_NAMES = 'ranked_global_names'
RANKED_GLOBAL_VALUES
RANKED_GLOBAL_VALUES = 'ranked_global_values'
RANKED_PER_CLASS_NAMES
RANKED_PER_CLASS_NAMES = 'ranked_per_class_names'
RANKED_PER_CLASS_VALUES
RANKED_PER_CLASS_VALUES = 'ranked_per_class_values'
RICH_METADATA
RICH_METADATA = 'rich_metadata'
SPARSE_DATA
SPARSE_DATA = 'sparse_data'
TRUE_YS_VIZ
TRUE_YS_VIZ = 'true_ys_viz'
TYPE
TYPE = 'type'
UPLOAD_TIME
UPLOAD_TIME = 'upload_time'
VERSION
VERSION = 'version'
VERSION_TYPE
VERSION_TYPE = 'version_type'
VISUALIZATION_DICT
VISUALIZATION_DICT = 'visualization_dict'
YS_PRED
YS_PRED = 'ys_pred'
YS_PRED_PROBA
YS_PRED_PROBA = 'ys_pred_proba'
YS_PRED_PROBA_VIZ
YS_PRED_PROBA_VIZ = 'ys_pred_proba_viz'
YS_PRED_VIZ
YS_PRED_VIZ = 'ys_pred_viz'