I tried looking at all major sources but in vain. Is there any dataset of insurance claims with honest and false insurance claims? This is to be used to train and test a classification algorithm.
There is a data set about credit card fraud on Kaggle.
The datasets contains transactions made by credit cards in September 2013 by european cardholders. This dataset presents transactions that occurred in two days, where we have 492 frauds out of 284,807 transactions. The dataset is highly unbalanced, the positive class (frauds) account for 0.172% of all transactions.
The dataset has been collected and analysed during a research collaboration of Worldline and the Machine Learning Group of the Université Libre de Bruxelles on big data mining and fraud detection.