CData Python Connector for DataRobot

Build 21.0.7930

Models

Datarobot models for a specific project

Table Specific Information

Queries to Models will get information for all models for a project. A ProjectId must be specified in the driver's connection properties or in the query's WHERE clause. A Project Id specified in the WHERE clause of a query will take precedence over any ProjectID specified in the driver's connection properties. Information for a single, specific model can be retrieved by supplying the Id for that specific model.

SELECT * FROM Models WHERE projectId = 'abcdefghi' AND Id = '123456789'

Columns

Name Type Description
Id [KEY] String the id of the model
featureListName String the name of the feature list used by the model
featureListId String the id of the feature list used by the model
blueprintId String the id of the model blueprint
projectId String the id of the project
samplePct String the percentage of the dataset used in training the model
trainingDuration String the duration spanned by the dates in the partition column for the data used to train the model
trainingRowCount String the number of rows used to train the model
trainingStartDate String the start date of the dates in the partition column for the data used to train the model
trainingEndDate String the end date of the dates in the partition column for the data used to train the model
modelCategory String Category of model. Will be PRIME, BLEND, SCALEOUT, or MODEL
isFrozen Boolean indicating whether the model is frozen
metrics String the performance of the model according to various metrics
modelType String identifies the model, e.g. Nystroem Kernel SVM Regressor
monotonicIncreasingFeatureListId String ID of the featurelist that defines the set of features with a monotonically increasing relationship to the target
monotonicDecreasingFeatureListId String the ID of the featurelist that defines the set of features with a monotonically decreasing relationship to the target
supportsMonotonicConstraints String whether this model supports enforcing montonic constraints
isStarred Boolean whether the model has been starred
predictionThreshold Float threshold used for binary classification in predictions
predictionThresholdReadOnly Boolean whether modification of a predictions threshold is forbidden

Copyright (c) 2021 CData Software, Inc. - All rights reserved.
Build 21.0.7930