10. Fit/Predict

1. Click on Fit/Predict under the Machine Learning category.

2. Model: Select the model you want to use.

3. Action: Choose the operation to apply to the selected model.

4. Available operations depend on the selected model.

   • Fit: Train the model.

   • Fit and Transform: Train the model and simultaneously transform the data.

   • Transform: Transform the data. (Use a trained model.)

   • Inverse Transform: Apply the reverse transformation of the model to restore the data to its original form.

   • Predict: Make predictions using the trained model.

   • Predict Probability: Return the probabilities of each data point in the dataset belonging to each class.

   • Fit and Predict: Train the model and make predictions.

5. Code view: Preview the generated code.

6. Run: Execute the code.