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INCOME TAXES (Details) - USD ($)
$ in Thousands
12 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2015
Federal:      
Current $ 12,153 $ 4,410 $ 4,217
Deferred (5,040) (440) (3,896)
Federal income tax expense 7,113 3,970 321
State:      
Current 4,366 1,422 1,048
Deferred (1,246) 210 (1)
State tax expense 3,120 1,632 1,047
Income tax expense 10,233 5,602 1,368
Income tax expense (benefit) to statutory federal income tax rate reconciliation [Abstract]      
Income tax expense at federal tax rate 19,303 13,588 6,798
Increase (decrease) resulting from:      
State income taxes net of federal benefit 2,014 933 692
Nontaxable buildup in cash surrender value (776) (580) (711)
Stock based compensation (593) (66) (37)
Tax exempt income (9,991) (8,257) (5,230)
Nondeductible expenses 316 196 188
Other, net (40) (212) (332)
Income tax expense 10,233 5,602 1,368
Deferred tax assets:      
Bad debts 2,832 2,044  
Deferred compensation 1,548 1,345  
Stock based compensation 3,436 265  
Operational reserve 645 540  
AMT Credit 1,869 5,563  
Intangibles 5,235 393  
Indirect tax benefits of unrecognized tax positions 266 216  
Other assets 1,933 1,362  
Gross deferred tax assets 17,764 11,728  
Deferred tax liabilities:      
FHLB stock dividend (425) (411)  
Premises and equipment (1,789) (1,913)  
Patents (842) (988)  
Prepaid expenses (673) (668)  
Net unrealized gains on securities available for sale (4,934) (12,348)  
Gross deferred tax liabilities (8,663) (16,328)  
Net deferred tax assets 9,101    
Net deferred tax liabilities   (4,600)  
Gross deferred tax on state net operating loss carryforwards 1,300 900  
Additional bad debt deductions provided by federal income tax laws 6,700    
Deferred tax liability, bad debt deductions 2,300 2,300  
Reconciliation for liabilities [Abstract]      
Balance at beginning of year 525 974  
Additions for tax positions related to the current year 192 63  
Additions for tax positions related to the prior years 31 0  
Reductions for tax positions due to settlement with taxing authorities 0 (372)  
Reductions for tax positions related to prior years (103) (140)  
Balance at end of year 645 $ 525 $ 974
Unrecognized tax benefits that, if recognized, would impact the effective rate 460    
Accrued interest related to unrecognized tax benefits 114    
Deferred Tax Expense, Event of Liquidation $ 2,300