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LOANS - ACTIVITY IN ALLOWANCE (Details) - USD ($)
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Activity in allowance for loan losses      
Beginning Balance $ 7,541,000 $ 6,521,000 $ 6,012,000
Charge-offs (1,402,000) (1,530,000) (1,950,000)
Recoveries 1,081,000 1,400,000 1,009,000
Provision 500,000 1,150,000 1,450,000
Ending Balance 7,720,000 7,541,000 6,521,000
Carrying amount 1,600,000 1,900,000  
Allowance for loan losses 0 0  
Contractual fair value of purchased credit impaired loans 2,000,000    
Accretable yield, or income expected to be collected      
Balance, beginning of period 240,000 408,000  
Accretion of income 186,000 168,000  
Balance, end of period 54,000 240,000 408,000
Commercial      
Activity in allowance for loan losses      
Beginning Balance 789,000 486,000 339,000
Charge-offs (35,000) (5,000) (30,000)
Recoveries 19,000 39,000  
Provision 202,000 269,000 177,000
Ending Balance 975,000 789,000 486,000
Real estate construction      
Activity in allowance for loan losses      
Beginning Balance 564,000 411,000 446,000
Recoveries 1,000 15,000 11,000
Provision (103,000) 138,000 (46,000)
Ending Balance 462,000 564,000 411,000
1-4 family residential      
Activity in allowance for loan losses      
Beginning Balance 2,301,000 2,081,000 1,829,000
Charge-offs (249,000) (126,000) (284,000)
Recoveries 20,000 19,000 33,000
Provision 244,000 327,000 503,000
Ending Balance 2,316,000 2,301,000 2,081,000
Multi-family residential      
Activity in allowance for loan losses      
Beginning Balance 581,000 458,000 495,000
Charge-offs     (94,000)
Recoveries 181,000 12,000 30,000
Provision (122,000) 111,000 27,000
Ending Balance 640,000 581,000 458,000
Non-farm & non-residential      
Activity in allowance for loan losses      
Beginning Balance 1,203,000 1,213,000 813,000
Charge-offs (42,000)    
Recoveries   454,000 86,000
Provision 393,000 (464,000) 314,000
Ending Balance 1,554,000 1,203,000 1,213,000
Agricultural      
Activity in allowance for loan losses      
Beginning Balance 856,000 678,000 998,000
Charge-offs   (193,000) (242,000)
Recoveries 57,000 50,000 23,000
Provision (419,000) 321,000 (101,000)
Ending Balance 494,000 856,000 678,000
Consumer      
Activity in allowance for loan losses      
Beginning Balance 547,000 525,000 520,000
Charge-offs (205,000) (298,000) (283,000)
Recoveries 59,000 80,000 66,000
Provision 181,000 240,000 222,000
Ending Balance 582,000 547,000 525,000
Other      
Activity in allowance for loan losses      
Beginning Balance 60,000 60,000 32,000
Charge-offs (871,000) (908,000) (1,017,000)
Recoveries 744,000 731,000 760,000
Provision 85,000 177,000 285,000
Ending Balance 18,000 60,000 60,000
Unallocated      
Activity in allowance for loan losses      
Beginning Balance 640,000 609,000 540,000
Provision 39,000 31,000 69,000
Ending Balance 679,000 $ 640,000 $ 609,000
Madison Financial Corp      
Activity in allowance for loan losses      
Allowance for loan losses $ 0