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ACCRUED TRANSACTION LOSSES - Summary of Reserve for Transaction Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Loss Contingency Accrual [Roll Forward]      
Accrued transaction losses, beginning of the year $ 20,064    
Provision for transaction losses 67,018 $ 51,235 $ 54,009
Accrued transaction losses, end of the year 26,893 20,064  
Transaction Losses      
Loss Contingency Accrual [Roll Forward]      
Accrued transaction losses, beginning of the year 20,064 17,176 8,452
Provision for transaction losses 52,977 50,819 43,379
Charge-offs to accrued transaction losses (46,148) (47,931) (34,655)
Accrued transaction losses, end of the year $ 26,893 $ 20,064 $ 17,176