Inventors: Dr. Aswini Kumar Mishra, Dr. Rajorshi Sen Gupta

Applying supervised machine learning algorithms to analyze the drivers of early-stage entrepreneurial activities in India provides valuable insights into socio-cognitive traits and institutional environments influencing entrepreneurship. Algorithms such as logistic regression, decision trees, and random forests can identify key predictors like education levels, risk perception, social networks, and regulatory frameworks.