• Prathipati Silpa Chaitanya
• Kadem Bhavika
• Manukonda Chandrika
• Marella Pavani Saroja

Fraud is a set of illegal conditioning that are used to take plutocrat or property using false pretenses. With the arrival of ultramodern technological advances as well as the ultramodern dispatches roadways, credit card fraud has been rising mainly. Sale fraud using credit card is one of the growing issue in the world of finance. A huge fiscal loss has affected individualities using credit cards. One of the most successful ways to identify similar fraud is Machine literacy. Supervised literacy ways are extensively employed in credit card fraud discovery, they make use of the supposition that fraudulent patterns can be learned from an analysis of once deals. The task becomes gruelling, still, when it has to take account of changes in client geste and fraudsters’ capability to construct new fraud patterns.

Random Forest, Class imbalance, Credit card fraud, Learning to Rank, Concept drift.

"Identifying Credit Card Fraud with Supervised Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 11, page no.525-532, November-2024, Available :http://www.jetir.org/papers/JETIRGO06056.pdf

"Identifying Credit Card Fraud with Supervised Learning Techniques", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 11, page no. pp525-532, November-2024, Available at : http://www.jetir.org/papers/JETIRGO06056.pdf