Providing inputs

Users need to fill up all the fields in the input form. It consists of 12 spirometry values. All fields are mandatory. To know more about the input features, please refer to the " About" page.

After providing inputs, users need to click on the "Submit" button for performing the prediction.

Users can click on the the "Reset" button to clear all inputs in the form.

Users can click on the "Insert sample data 1" and "Insert sample data 2" buttons to insert two different sets of demonstrative data for testing purposes.

Understanding the output

The output contains three tables. In the first table, the inputs provided by the user are displayed.

In the second table, the prediction output of the six classifiers trained on the under-sampled datasets is displayed. It consists of the predicted class label (Obstructive/Non-obstructive) alongwith the prediction probability. To know more about the prediction methodology, please refer to the "About" page.

The third table shows the calculation of total probability for each class by averaging the prediction probabilities of six under-sampled classifiers. Final prediction is also shown based on the total probabilities.

Bhattacharjee S. et al., J Comput Sci (2022), 63:101768. doi: 10.1016/j.jocs.2022.101768. Please contact Dr. Sudipto Saha (ssaha4@jcbose.ac.in) regarding any further queries.