td-linear-regression - Linear regression analysis using Teradata Vantage.
Performs linear regression analysis and automated SQL workflow generation for continuous target prediction using Teradata ClearScape Analytics.
Tags
Updated: 2026-09-17Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Analyze table structure and columns
- Preprocess data and encode features
- Train TD_LinearRegression models
- Execute predictions with TD_LinearRegressionPredict
- Generate production SQL workflow scripts
- Evaluate model performance metrics
Inputs
- Teradata source table
- Target column name
- Feature column names
- Unique ID column name
Outputs
- Preprocessed data tables
- Train and test split tables
- Model parameter table
- Prediction results table
- Evaluation metrics table
- SQL workflow scripts
Requirements
- Teradata Vantage with ClearScape Analytics
- CREATE DROP and SELECT permissions
- Access to TD_LinearRegression function
- Access to TD_LinearRegressionPredict function
- Minimum sample size of 100 records