Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5. Loan Purpose Business Checking 790 Savings 3000 Months Customer 8 Months Employed 24 : Click the icon to view the table of classified records. Complete the table below for the nearest neighbors and for the classification of the new record for each value of k. k Distance Classification 1 High 2 Tie ODLO 3 High 4 High 5 High (Round to four decimal places as needed.) Checking 0 Savings 739 963 2827 0 4754 0 821 683 162 109 708 0 0 ol 0 0 0 0 0 9783 660 724 667 552 322 885 759 10853 496 0 0 939 0 0 0 0 270 643 0 3329 0 Loan Purpose Small Appliance Education Furniture New Car New Car Furniture Used Car New Car Business New Car Small Appliance Business Business New Car Small Appliance New Car Furniture Used Car Small Appliance New Car Used Car Small Appliance Small Appliance New Car Business Small Appliance Small Appliance Used Car Furniture Furniture New Car Furniture Other Education Small Appliance Furniture Small Appliance Furniture Repairs Furniture Furniture Small Appliance Small Appliance New Car Small Appliance New Car 01 0 734 0 0 309 861 348 Months Customer Months Employed Credit Risk 13 12 Low 40 45 Low 11 13 Low 25 63 High 13 33 Low 25 1 High 25 26 Low 17 75 High 25 8 High 29 10 High 25 4 High 28 28 Low 13 3 High 16 59 High 25 81 Low 19 56 High 13 94 Low 25 25 Low 19 6 Low 19 15 High 49 37 Low 13 111 High 7 100 Low 25 19 High 22 4 High 16 12 Low 19 4 Low 16) 108 Low 31 35 High 13 21 Low 13 3 High 25 66 Low 61 83 High 13 65 Low 10 13 Low 19 20 Low 73 15 High 37 22 Low 19 O Low 25 114 Low 37 101 High 11 21 Low 46 25 2 Low 13 95 Low 13 40 High 0 0 U 0 0 0 0 01 0 0 0 852 0 256 5180 408 418 10099 127 493 508 8944 3613 164 954 5857 3326 367 759 7710 987 959 1482 214 17124 344 0 298 0 271 0 0 19 High 0 956 332 0 0 538