History Class

Provide constants related to uploading assets to run history.

Inheritance

builtins.object

History

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'