Skip to main content

Making Predictions

Welcome to the guide for making predictions using the built-in form in Kranium AI. Once your model training is complete, you can easily perform predictions using the form provided in the Prediction tab. This guide will walk you through the steps to access the Prediction tab and use the form to generate predictions with your trained model.

1. Accessing the Prediction Tab​

Steps:

  1. Navigate to the Models Section:
    • From the main dashboard, click on the "Models" tab to access the Models section.
  2. Select Your Trained Model:
    • In the Models listing screen, locate the model that has been trained and click on its name to open the model's home tab.
  3. Open the Prediction Tab:
    • Within the model home tab, find and click on the "Prediction" tab.

2. Using the Prediction Form​

Steps:

  1. Locate the Prediction Form:
    • The Prediction tab will contain a form designed to input the features required by your model to make predictions.
  2. Enter Feature Values:
    • Fill in the form fields with the appropriate values for the features. These values correspond to the input variables used during model training.
    • Ensure that the values entered are within the same range and format as those used in the training dataset to ensure accurate predictions.
  3. Submit the Form:
    • Once all the required feature values are entered, click on the "Submit" or "Predict" button to generate predictions.

3. Viewing Predictions​

Steps:

  1. Review Prediction Results:

    • After submitting the form, Kranium AI will process the input values using the trained model and display the prediction results in the results section.
    • The results will typically include the predicted value or class, along with any relevant probabilities or confidence scores.

  2. Analyze Predictions:

    • Depending on the model type, additional information such as feature importance or contributing factors may be provided to help you understand the prediction.

4. Performing Batch Predictions​

Steps:

  1. Batch Prediction Option:
    • If you have multiple sets of input values and want to perform batch predictions, look for the batch prediction option in the Prediction tab.
    • This option allows you to upload a file (e.g., CSV) containing multiple rows of feature values for batch processing.
  2. Upload File:
    • Upload the file with the feature values. Ensure that the file format and structure match the requirements specified by Kranium AI.
  3. Generate Batch Predictions:
    • Once the file is uploaded, click on the "Predict" button to generate predictions for all the rows in the file.
  4. Download Results:
    • After processing, the results containing the predictions for each row will be displayed in the results section.

5. Post-Prediction Analysis​

Steps:

  1. Evaluate Predictions:
    • Analyze the predictions to ensure they meet your expectations and requirements. Use any additional insights provided by Kranium AI to interpret the results.
  2. Iterate as Needed:
    • If the predictions are not satisfactory, consider refining your model or preprocessing your data further. Iterate on the model training and prediction process as needed.

Using the built-in prediction form in Kranium AI makes it easy to generate predictions with your trained models. By following this guide, you can efficiently input feature values, submit them for prediction, and review the results. Whether performing single or batch predictions, Kranium AI provides a user-friendly interface to facilitate the prediction process. For any additional support or advanced configurations, refer to our support resources or contact the Kranium AI support team.