Data Attributes

The programmatic-api, is intended to provide many of the functionalities, offered by the web-interface. This is done by encoding equivalent attributes, into a json string, and sent to its respective url endpoint, as an encapsulated POST request. Below, the corresponding endpoints are briefly explained, and carefully linked, to further examples of its implementation.

Main Session

• /load-data: interfaces the following main sessions:
  • data_new: store dataset(s) into the applications database
  • data_append: append additional dataset(s), into an existing dataset entry in the database
  • model_generate: generate a model, using an existing dataset entry from the database
  • model_predict: generate a prediction, using an existing generated model

Result Arbiter

• /save-prediction: store a generated prediction, from a model_predict session.
• /retrieve-prediction: retrieves the following saved prediction attributes:
  • result: pertains to all model_type
  • classes: pertains only to the svm model_type
  • decision function: pertains only to the svm model_type
  • probabilities: pertains only to the svm model_type
  • coefficient of determination: pertains only to the svr model_type
• /retrieve-prediction-titles: retrieves predictions saved titles, for either a specified model_type, otherwise return all saved titles, for all model_type.