Datarobot Create Projects Predictions

Utilisez Datarobot Create Projects Predictions avec DataRobot Tools via Aident Loadout. Vérifiez les entrées, sorties, la configuration, le tarif et le risque avant exécution.

Action d'écritureNiveau de risque 2 sur 5Connexion par clé API

Utiliser Datarobot Create Projects Predictions

Description du fournisseur

Tool to create new predictions for a dataset using a trained model within a DataRobot project. Returns immediately with a status URL - prediction computation happens asynchronously. Use the location URL to poll for completion and retrieve results.

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Entrées

modelIdstring
Obligatoire
The model ID to make predictions with. Use DATAROBOT_LIST_MODEL_RECORDS to find available models in the project.
datasetIdstring
Obligatoire
The dataset ID to compute predictions for. Must have been previously uploaded. Use DATAROBOT_LIST_DATASETS to find available datasets.
projectIdstring
Obligatoire
The project ID to make predictions within. Use DATAROBOT_LIST_PROJECTS to find available projects.
forecastPointstring
For time series projects only. The time in the dataset relative to which predictions are generated (ISO 8601 date-time format). If not specified, defaults to the latest timestamp in the dataset.
maxExplanationsinteger
Maximum number of explanation values to return for each row, ordered by absolute value. Defaults to null for datasets narrower than 100 columns, 100 for wider datasets. Only valid when explanationAlgorithm is set.
includeFdwCountsboolean
For time series projects with partial history only. Indicates if feature derivation window counts will be part of the response.
actualValueColumnstring
For time series projects only. Actual value column name, valid for prediction files if the project is unsupervised and the dataset is considered a bulk predictions dataset.
predictionsEndDatestring
For time series projects only. The end date for bulk predictions, exclusive (ISO 8601 date-time format). Used for generating historical predictions using training data. Must be provided with predictionsStartDate, cannot be used with forecastPoint.
predictionThresholdnumber
Threshold used for binary classification in predictions (0.0-1.0). If not specified, model default prediction threshold will be used.
explanationAlgorithmstring
Explanation algorithm for predictions.
predictionsStartDatestring
For time series projects only. The start date for bulk predictions (ISO 8601 date-time format). Used for generating historical predictions using training data. Must be provided with predictionsEndDate, cannot be used with forecastPoint.
predictionIntervalsSizeinteger
Represents the percentile to use for the size of the prediction intervals (1-100). Defaults to 80 if includePredictionIntervals is True.

Datarobot Create Projects Predictions

Description du fournisseur

Datarobot Create Projects Predictions

Description du fournisseur

Tarifs et limites

Entrées

Sortie observable

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Cas d’usage associés

Source officielle

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