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LOANS AND LEASES, NET - Summary of Loans (Details) - USD ($)
$ in Thousands
Jun. 30, 2020
Mar. 31, 2020
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Sep. 30, 2018
Aug. 01, 2018
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases $ 3,496,709   $ 3,651,413        
Net deferred loan origination fees (costs) 5,937   7,434        
Total gross loans and leases 3,502,646   3,658,847        
Allowance for loan and lease losses (65,747) $ (65,355) (29,149) $ (43,505) $ (48,672) $ (13,040)  
Total loans and leases, net 3,436,899   3,629,698        
Crestmark Bancorp, Inc.              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Receivables acquired 188,300            
Credit discounts 3,400           $ 12,300
Interest rate mark discounts       2,900     6,000
Acquired loans and leases from Crestmark acquisition             $ 1,060,000
National Lending              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 2,697,272   2,449,592        
Allowance for loan and lease losses (45,338) (52,002) (21,021) (35,107) (39,874) (4,972)  
National Lending | Term lending              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 738,454   641,742        
Allowance for loan and lease losses (14,513) (11,647) (5,533) (3,761) (3,121) (89)  
National Lending | Asset based lending              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 181,130   250,465        
Allowance for loan and lease losses (1,831) (2,826) (2,437) (1,793) (1,410) (47)  
National Lending | Factoring              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 206,361   296,507        
Allowance for loan and lease losses (2,669) (4,444) (3,261) (3,204) (1,761) (64)  
National Lending | Lease financing              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 264,988   177,915        
Allowance for loan and lease losses (6,710) (2,683) (1,275) (672) (933) (30)  
National Lending | Insurance premium finance              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 359,147   361,105        
Allowance for loan and lease losses (2,369) (2,142) (1,024) (1,016) (919) (1,031)  
National Lending | SBA/USDA              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 308,611   88,831        
Allowance for loan and lease losses (1,140) (1,558) (383) (923) (474) (13)  
National Lending | Other commercial finance              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 100,214   99,665        
Allowance for loan and lease losses (171) (552) (683) (957) (525) (28)  
National Lending | Commercial finance              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 2,158,905   1,916,230        
Allowance for loan and lease losses (29,403) (25,852) (14,596) (12,326) (9,143) (1,302)  
National Lending | Consumer credit products              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 102,808   106,794        
Allowance for loan and lease losses (971) (1,082) (1,044) (1,456) (1,314) (785)  
National Lending | Other consumer finance              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 138,777   161,404        
Allowance for loan and lease losses (3,249) (3,414) (5,118) (5,650) (5,130) (2,820)  
National Lending | Consumer finance              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 241,585   268,198        
Allowance for loan and lease losses (4,220) (4,496) (6,162) (7,106) (6,444) (3,605)  
National Lending | Tax services              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 19,168   2,240        
Allowance for loan and lease losses (11,437) (21,320) 0 (15,425) (24,102) 0  
National Lending | Warehouse finance              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 277,614   262,924        
Allowance for loan and lease losses (278) (334) (263) (250) (185) (65)  
Community Banking              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 799,437   1,201,821        
Allowance for loan and lease losses (20,409) (13,353) (8,128) (8,398) (8,798) (8,068)  
Community Banking | Commercial real estate and operating              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 608,303   883,932        
Allowance for loan and lease losses (16,757) (10,069) (6,208) (6,424) (6,673) (6,220)  
Community Banking | Consumer one-to-four family real estate and other              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 166,479   259,425        
Allowance for loan and lease losses (2,936) (2,350) (1,053) (893) (958) (632)  
Community Banking | Agricultural real estate and operating              
Accounts, Notes, Loans and Financing Receivable [Line Items]              
Total loans and leases 24,655   58,464        
Allowance for loan and lease losses $ (716) $ (934) $ (867) $ (1,081) $ (1,167) $ (1,216)