Author(s): Dipesh Raj

Abstract: Unlike other medical conditions, HIV / AIDS is one of those irreversible medical conditions where the carrier of the virus not only goes through the severe medical condition but also goes through a very tough psychological breakdown along with unpredicted social reaction. The HIV bearer goes through serious damage to the immune system by the HIV virus which eventually leads to AIDS which is the syndrome. Although multiple HIV prevention programs are being conducted across the globe, the count is still getting increased rapidly year by year. A details study was conducted to understand the symptoms of HIV / AIDS from medical perspective along with the classic Vedic Astrology books to identify the HIV / AIDS symptoms from astrological perspective. A total of 144 references were identified which might lead to HIV / AIDS. A total of 979 HIV Positive samples and 979 HIV Negative samples were collected from multiple hospitals and reliable sources across globe. The sample was collected from 49 countries. The astrological charts were generated based on gender, date of birth, time of birth & place of birth and then converted into raw data in Excel with a total of 181 variables. Further, the statistical analysis was done using SPSS Statistics and then using SPSS Modeler, multiple data mining models were run. After running multiple algorithms, 110 variables were dropped out and the final algorithms were run with 71 variables. It turned out, the Bayesien Network algorithm for Data Mining gave the best fit model with coincidence matric accuracy of 97.29%. The evaluation metrics had AUC of 0.996 and Gini of 0.993. The model had confidence value for always correct was 0.998 with 97.29% accuracy along with 98.69% 2.0-fold accuracy. Out of 979 HIV positive cases, the model predicted 940 cases correctly. Out of 979 HIV negative cases, the model predicted 965 cases correctly. This gave the confidence value report for mean correct as 0.986. There is very high co-relation between astrological chart and HIV/AIDS transmission. With the help of astrological chart and by applying this Bayesian network model, we can predict the chances of HIV transmission with an accuracy of more than 97% which is one of the most accurate models in the field of Medical Astrology. The implementation of this model can make huge difference in order to slow down the transmission of this irreversible virus from one person to another. This could be a ground breaking approach for public health professionals to take necessary preventive action in order to stop this infection getting spread and make the world once again HIV free.

DOI: https://doi.org/10.22271/24564427.2024.v9.i1a.216