BigML
Analytics & dataCredentials form
Create BigML sources, datasets and models, make predictions and evaluations, and manage the resources of a BigML account.
10 actions
| Action | Effect | Data handled | Scope |
|---|---|---|---|
| bigml_list_resourcesLists resources of one type, newest first unless orderBy says otherwise, with a meta object for paging | read | General | |
| bigml_get_resourceReturns one resource with its status and properties: a dataset's fields, a model's tree, a prediction's output and confidence | read | Personal data | |
| bigml_create_projectCreates a project to group related sources, datasets and models | write | General | |
| bigml_create_source_from_urlCreates a source from a remote file, such as a CSV or JSON file at an https URL or in cloud storage | write | Personal data | |
| bigml_create_datasetBuilds a dataset from a finished source, the step before training a model | write | Personal data | |
| bigml_create_modelTrains a decision tree model, or an ensemble of them, on a dataset to predict one field | write | General | |
| bigml_create_predictionPredicts the objective field for one new instance with a model, ensemble, logistic or linear regression, deepnet or fusion | write | Personal data | |
| bigml_create_evaluationMeasures how well a supervised model predicts a test dataset, such as its accuracy, precision and recall | write | General | |
| bigml_update_resourceRenames a resource or changes its description or tags | write | General | |
| bigml_delete_resourcePermanently deletes a resource | destructive | General |