DataRobot

Tool to list all frozen models from a DataRobot project. Use when you need to retrieve frozen model records from a specific project.

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Tool to list all image activation maps for a DataRobot project. Use when you need to retrieve activation map records for visual AI models.

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Tool to list all image embeddings for a DataRobot project. Use when you need to retrieve image embeddings generated for a project.

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Tool to list all modeling featurelists from a DataRobot project. Use when you need to retrieve featurelists available for modeling in a specific project.

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Tool to list all modeling features for a DataRobot project. Use when you need to retrieve feature metadata, statistics, and importance scores for model training.

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Tool to list modeling jobs for a given DataRobot project. Use when you need to inspect or monitor the status of model training jobs within a project, optionally filtering by status.

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Tool to retrieve information about all advanced tuning parameters available for a specified model. Use when you need to understand what parameters can be tuned for a model before creating an advanced tuned version.

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Tool to retrieve a reduced model blueprint chart by model ID. Use when you need to visualize the structure of a trained model's blueprint.

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Tool to retrieve task documentation for a reduced model blueprint. Use when you need detailed information about the tasks, parameters, and references in a model's blueprint.

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Tool to list cross-class accuracy scores for a specific model in a project. Use when analyzing per-class accuracy metrics for bias and fairness evaluation.

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Tool to retrieve cross-validation scores for each partition in a DataRobot model. Use when evaluating model performance across different cross-validation folds.

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Tool to retrieve Cross Class Data Disparity insights for a DataRobot model. Use when analyzing data disparity between two classes for a protected feature.

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Tool to retrieve list of lift chart data on prediction datasets for a project model. Use when you need to analyze lift chart performance metrics for model predictions across different datasets.

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Tool to retrieve ROC curve data for a model's prediction datasets. Use when analyzing model performance via ROC curves. NOTE: This endpoint is deprecated; DataRobot recommends using /api/v2/insights/rocCurve/models/{entityId}/ instead.

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Tool to retrieve Feature Effects for a DataRobot model. Feature Effects show how each feature impacts predictions, including partial dependence and predicted vs actual relationships. Use when analyzing feature behavior and model interpretability.

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Tool to retrieve Feature Effects metadata for a model. Use when you need to check the status and available sources for Feature Effects computation.

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Tool to retrieve feature impact scores for features in a DataRobot model. Use when you need to understand which features have the most impact on model predictions.

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Tool to retrieve grid search scores for a specific model in a DataRobot project. Use when analyzing hyperparameter tuning results or comparing parameter combinations for model optimization.

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Tool to retrieve all available lift charts for a DataRobot model. Use when analyzing model performance to understand how well the model separates predictions. Lift charts show mean actual vs predicted values across bins sorted by prediction value.

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Tool to retrieve a summary of how a model's subtasks handle missing values. Use when analyzing model preprocessing behavior for features with missing data.

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Tool to list DataRobot Prime rulesets that approximate a specific model. Use when you need to retrieve interpretable rule-based approximations of a trained model.

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Tool to retrieve all available ROC curves for a binary classification model. Use when you need to analyze model performance across all data sources (validation, holdout, cross-validation).

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Tool to retrieve scoring code JAR file for a specific DataRobot model. Use when you need to download the model's scoring code for local execution.

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Tool to retrieve multicategorical data quality log for a DataRobot project. Use when you need to check for multicategorical feature format errors.

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Tool to list the names of a multiseries project. Use when you need to retrieve series names from a multiseries time series project.

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Tool to list all created optimized datetime partitioning configurations for a project. Use when you need to retrieve the datetime partitioning options that have been generated for time-series modeling.

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Tool to list all payoff matrices for a DataRobot project. Use when retrieving payoff matrices to evaluate model cost-benefit trade-offs.

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Tool to list prediction datasets uploaded to a DataRobot project. Use when you need to browse or retrieve prediction datasets for batch predictions or accuracy tracking.

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Tool to list prediction explanations records for a DataRobot project. Use when you need to retrieve prediction explanations that have been computed for models in a project.

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Tool to list prediction records for a DataRobot project. Use when retrieving batch prediction metadata for a specific project.

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