You train a machine learning model using your existing data to evaluate how accurate the model is in predicting known outcomes.
Train a Numeric Prediction model to evaluate how accurately it predicts a numeric value based on known data values. For example, you might predict the value of a property based on square-footage, number of rooms, zip code, and so on.
Use the Train Numeric Prediction step in the data flow editor.
- Click Add a step (+), and select Train Numeric Prediction.
- At the Select Train Numeric Prediction Model Script dialog, select a script type, then click OK. For example, you might select Random Forest for Numeric model training.
- Click Select a column and select the data column to analyze.
- Use the on-screen options to configure the train model.