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 2 3 4 5 (Round to four decimal places as needed.) Checkin 0 0 652 0 0 0 870 0 758 15328 0 0 644 6851 0 12760 0 0 0 0 105 0 Loan Purpose New Car Business Furniture Small Appliance Small Appliance Furniture Business New Car Business Business Small Appliance Used Car Retraining Small Appliance Small Appliance Business Business Repairs Used Car Furniture Used Car Business Small Appliance Small Appliance New Car Small Appliance Small Appliance Small Appliance Small Appliance Furniture Business Business Furniture Business New Car New Car Furniture New Car New Car Furniture Education Furniture Repairs New Car New Car Small Appliance Small Appliance Furniture New Car Used Car 0 734 5588 Saving Months Custome Months Employe Credit Ris 389 19 119 High 989 49 o High 732 49 4 High 485 19 12 Low 490 5 41 Low 162 25 1 High 917 28 6 High 667 29 10 High 2665 13 31 Low 25 9 Low 680 25 3 High 104 37 25 High ol 13 88 Low 901 131 21 Low 10853 25 81 Low 4873 13 73 Low 104 25 23 Low 897 19 2 High 2601 25 78 Low 979 25 48 High 320 28 54 Low 750 37 2 High 6490 19 85 Low 348 7 100 Low ol 22 10 High 418 19 4 Low 208 13 23 Low 364 13) 12 Low 956 25 4 High 636 22 41 Low 578 28 1 Low 500 25 1 High 8944) 25 66 Low 3285 7 21 Low 486 12 22 Low 108 25 52 High 13970 13 24 High 2141 11 54 High 102 7 O Low 154 37 2 High ol 25 24 Low 7710 25 114 Low 0 13 27 Low 214 25 2 Low 862 49 62 High 707 7 26 Low 818 19 93 Low ol 40 30 Low 989 31 O High 276 25 91 Low 0 0 0 0 0 986 0 0 0 0 0 0 19766 0 0 705 0 3111 332 0 0 296 0 789 0