Custom Dataset Schema Definition for ML
Data Attribute Recommendation is an SAP AI service that developers use to predict missing or incorrect field values in business data records. It supports multiple use cases, including predicting missing sales order fields via the Sales Order Completion Business Blueprint, recommending financial objects via the Invoice Object Recommendation Business Blueprint, classifying records, and performing regression-based predictions. Developers can work with built-in business blueprints, custom dataset schemas, or their own datasets, and can consume the service through the AI API from SAP AI Core.
Tutorials that teach this
- Tutorial Use the Sales Order Completion (SOC) Business Blueprint to Predict Missing Sales Order Fields
- Tutorial Consume the SDK for Data Attribute Recommendation using the AI API from SAP AI Core
- Tutorial Upload Data to Data Attribute Recommendation
- Tutorial Use the Invoice Object Recommendation (IOR) Business Blueprint to Predict Financial Objects
- Tutorial Use an Invoice Object Recommendation (IOR) Dataset Schema to Upload Training Data to Data Attribute Recommendation
- Tutorial Use Data Attribute Recommendation With Your Own Dataset
- Tutorial Use the Regression Model Template to Predict Data Records
- Tutorial Use a Regression Dataset Schema to Upload Training Data to Data Attribute Recommendation
- Tutorial Use a Sales Order Completion (SOC) Dataset Schema to Upload Training Data to Data Attribute Recommendation
- Tutorial Use Data Attribute Recommendation to Classify Records, Delete Model and Dataset
- Tutorial Create Dataset and Upload Training Data
Prerequisites
- Concept Predictive Modeling and Model Training The concept provided is **undefined** — no concept name was supplied for this entry. Please provide a valid SAP developer concept so that an accurate, source-grounded definition can be written.
- Concept SAP Data Attribute Recommendation Service The provided sources do not define a specific SAP developer concept — the concept submitted is "undefined." The available sources cover tutorials related to **Data Attribute Recommendation**, an SAP AI service that developers use to classify records, train machine learning models, manage datasets, and obtain OAuth access tokens for authentication. If you intended to define a specific concept (such as "Data Attribute Recommendation" or one of its related topics), please resubmit with a valid concept name.
- Concept Machine Learning Model Training The provided sources do not contain enough information to write a grounded definition for an undefined concept. No concept name or supporting source content was supplied.
- Concept Machine Learning Classification
Concepts that build on this
- Concept Regression Model Training with Data Attribute Recommendation
- Concept ML Prediction Endpoint Creation
- Concept Postman Collection for API Testing and Configuration
- Concept SAP Data Attribute Recommendation Service
- Concept Machine Learning Model Training
- Concept Machine Learning Inference
- Concept CSV Bulk Data Import and Batch Processing