Hello! My name is Ishaan Jain, a Information Technology undergrad at Manipal University Jaipur. I will be working on developing an information theoretic approach to filter out artificial information and real information in geospatial datasets for Xbitinfo during Google Summer of Code 2023
What did I do this week?
Introduced a new parameter to my function, namely the "threshold." By default, this threshold is set at 70%. This parameter is crucial as it helps determine where the keepbits should be positioned within the dataset. Specifically, it ensures that keepbits are strategically placed when the information content of a variable reaches 70% or more. This addition adds flexibility and adaptability to the function, allowing it to better manage keepbits in a dynamic manner.
What is coming up next?
In the coming weeks, I plan to further refine and test these updates to ensure the function's robustness across various datasets and scenarios.