Loan Purpose Checking Savings Months Customer Months Employed Credit Risk New Car 0 389 19 119 High Small Appliance 6509 493 37 9 High Small Appliance 966 0 25 4 High New Car 0 3305 11 15 Low Repairs 207 0 28 116 Low Business 141 245 22 33 Low Business 16647 895 16 34 Low New Car 0 660 17 75 High Used Car 399 0 31 0 High Business 9783 885 13 3 High New Car 0 806 19 3 High Small Appliance 900 1732 37 11 High New Car 0 369 10 16 Low Furniture 0 322 13 9 Low Business 12760 4873 13 73 Low Furniture 0 0 13 94 Low Repairs 0 897 19 2 High Small Appliance 0 1851 12 0 Low Used Car 0 260 25 78 Low Furniture 0 909 25 3 Low Large Appliance 0 775 19 8 High Furniture 0 948 19 2 Low Repairs 216 262 37 2 High Furniture 468 14186 22 24 Low Furniture 0 461 13 48 Low Business 0 5180 22 4 High Small Appliance 0 552 13 15 High Furniture 0 493 13 21 Low Small Appliance 156 0 13 58 High Used Car 0 1519 40 74 Low Small Appliance 946 0 16 83 Low Furniture 0 347 16 5 Low Business 0 3285 7 21 Low Education 0 164 13 65 Low New Car 0 108 25 52 High New Car 0 490 13 15 High Furniture 0 13970 13 24 High New Car 0 207 13 119 High New Car 0 713 13 29 High New Car 0 483 19 90 High New Car 949 0 49 36 Low Used Car 271 7090 25 2 High New Car 0 716 19 33 High Small Appliance 0 959 11 21 Low Furniture 0 146 25 46 High Small Appliance 0 914 19 0 High Small Appliance 16630 0 11 47 Low New Car 478 4071 10 40 High Business 0 4973 25 17 Low Small Appliance 497 0 7 51 Low

Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5. Loan Purpose Small Appliance Checking 100 Savings 8000 Months Months Customer Employed 12 90 BE! 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. Distance Classification 1 k 7 2 7 3 7 4 7 5 V (Round to four decimal places as needed.) Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5. Loan Purpose Small Appliance Checking 100 Savings 8000 Months Months Customer Employed 12 90 BE! 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. Distance Classification 1 k 7 2 7 3 7 4 7 5 V (Round to four decimal places as needed.)