Einstein Discovery REST API Developer Guide

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Einstein Discovery REST API Overview
Examples
Resources
Requests
Abstract Classification Threshold Input
Abstract Smart Data Discovery AI Model Source Input
Abstract Smart Data Discovery Field Mapping Source Input
Abstract Smart Data Discovery Many To One Transformation Input
Abstract Smart Data Discovery Model Field Input
Abstract Smart Data Discovery Model Runtime Input
Abstract Smart Data Discovery One To One Transformation Input
Abstract Smart Data Discovery Predict Input
Abstract Smart Data Discovery Prediction Property Input
Abstract Smart Data Discovery Projected Predictions Interval Setting Input
Abstract Smart Data Discovery Transformation Filter Input
Abstract Smart Data Discovery Transformation Input
Abstract Smart Data Discovery Transformation Override Input
Abstract Story Data Property Input
Asset Reference Input
Base Asset Reference Input
Binary Classification Threshold Input
Predict History Input
Predict History Range Input
Smart Data Discovery AI Model Discovery Source Input
Smart Data Discovery AI Model Input
Smart Data Discovery AI Model Transformation Input
Smart Data Discovery AI Model User Upload Source Input
Smart Data Discovery Categorical Imputation Transformation Input
Smart Data Discovery Classification Prediction Property Input
Smart Data Discovery Cluster Input
Smart Data Discovery Complex Filter Input
Smart Data Discovery Custom Prescribable Field Definition Input
Smart Data Discovery Customizable Field Input
Smart Data Discovery Discovery Model Runtime Input
Smart Data Discovery Extract Day of Week Transformation Input
Smart Data Discovery Extract Month of Year Transformation Input
Smart Data Discovery Field Mapping Analytics Dataset Field Input
Smart Data Discovery Field Mapping Input
Smart Data Discovery Field Mapping Salesforce Field Input
Smart Data Discovery Filter Input
Smart Data Discovery Filter Value Input
Smart Data Discovery Free Text Clustering Transformation Input
Smart Data Discovery H20 Model Runtime Input
Smart Data Discovery Model Input
Smart Data Discovery Model Field Date Input
Smart Data Discovery Model Field Numeric Input
Smart Data Discovery Model Field Text Input
Smart Data Discovery Multiclass Classification Prediction Property Input
Smart Data Discovery Narrative Filter Input
Smart Data Discovery Narrative Input
Smart Data Discovery Narrative Insight Input
Smart Data Discovery Narrative Query Input
Smart Data Discovery Numeric Range Input
Smart Data Discovery Numeric Transformation Filter Input
Smart Data Discovery Numerical Imputation Transformation Input
Smart Data Discovery Predict Extension Input
Smart Data Discovery Predict Input
Smart Data Discovery Predict Nested Row List Input
Smart Data Discovery Predict Job Input
Smart Data Discovery Predict Job Update Input
Smart Data Discovery Predict Settings Input
Smart Data Discovery Predict Raw Data Input
Smart Data Discovery Predict Record Overrides Input
Smart Data Discovery Predict Record Input
Smart Data Discovery Prescribable Field Input
Smart Data Discovery Projected Prediction Settings Input
Smart Data Discovery Projected Predictions Count From Date Interval Setting Input
Smart Data Discovery Projected Predictions Count Interval Setting Input
Smart Data Discovery Projected Predictions Date Interval Setting Input
Smart Data Discovery Projected Predictions Historical Dataset Source Input
Smart Data Discovery Projected Predictions Override Input
Smart Data Discovery Projected Predictions Transformation Input
Smart Data Discovery Regression Prediction Property Input
Smart Data Discovery Scikit Learn 102 Model Runtime Input
Smart Data Discovery Sentiment Analysis Transformation Input
Smart Data Discovery TensorFlow 27 Model Runtime Input
Smart Data Discovery TensorFlow Model Runtime Input
Smart Data Discovery Text Transformation Filter Input
Story Day Field Value Input
Story Day of Week Field Value Input
Story Field Only Input
Story Month Field Value Input
Story Month of Year Field Value Input
Story Null Field Value Input
Story Quarter Field Value Input
Story Quarter of Year Field Value Input
Story Query Input
Story Range Field Value Input
Story Text Field Value Input
Story Year Field Value Input
Responses
Einstein Discovery REST API Enums
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Smart Data Discovery Classification Prediction Property Input

The input to identify the prediction type as Classification.
Properties

Inherits properties from Abstract​Smart​Data​Discovery​Prediction​Property​Input.

Property Name Type Description Required or Optional Available Version
algorithm​Type Smart​Data​Discovery​Classification​Algorithm​Type​Enum The algorithm type for the classification. Valid values are:
  • Best (Model tournament)
  • Drf (Distributed Random Forest)
  • Gbm (GBM)
  • Glm (GLM)
  • Xgboost (XGBoost)
 Required 49.0
classification​Threshold Abstract​Classification​Threshold​Input The classification threshold for the model. Valid values are: Required 48.0