Please help I don't know where to start to solve this ( I'm stressing so much It was due yesterday Using the approach described in Example 10 6, classify first record in the worksheet New Record to Classify in the Excel fileCredit Risk Data using thek NN algorithm fork 1 to 5 Use only Checking, Savings, Age, and Years Credit Risk Data xlsx Loan Purpose Checking Savings Months Customer Months Employed Gender Marital Status Age Housing Years Job Credit Risk Small Appliance $0 $739 13 12 M Single 23 Own 3 Unskilled Low Furniture $0 $1,230 25 0 M Divorced 32 Own 1 Skilled High New Car $0 $389 19 119 M Single 38 Own 4 Management High Furniture $638 $347 13 14 M Single 36 Own 2 Unskilled High Education $963 $4,754 40 45 M Single 31 Rent 3 Skilled Low Furniture $2,827 $0 11 13 M Married 25 Own 1 Skilled Low New Car $0 $229 13 16 M Married 26 Own 3 Unskilled Low Business $0 $533 14 2 M Single 27 Own 1 Unskilled Low Small Appliance $6,509 $493 37 9 M Single 25 Own 2 Skilled High Small Appliance $966 $0 25 4 F Divorced 43 Own 1 Skilled High Business $0 $989 49 0 M Single 32 Rent 2 Management High New Car $0 $3,305 11 15 M Single 34 Rent 2 Unskilled Low Business $322 $578 10 14 M Married 26 Own 1 Skilled Low New Car $0 $821 25 63 M Single 44 Own 1 Skilled High New Car $396 $228 13 26 M Single 46 Own 3 Unskilled Low Used Car $0 $129 31 8 M Divorced 39 Own 4 Management Low Furniture $652 $732 49 4 F Divorced 25 Own 2 Skilled High New Car $708 $683 13 33 M Single 31 Own 2 Skilled Low Repairs $207 $0 28 116 M Single 47 Own 4 Skilled Low Education $287 $12,348 7 2 F Divorced 23 Rent 2 Skilled High Furniture $0 $17,545 34 16 F Divorced 22 Own 4 Skilled High Furniture $101 $3,871 13 5 F Divorced 26 Rent 4 Skilled High Furniture $0 $0 25 23 M Married 19 Own 4 Skilled High Furniture $0 $485 37 23 F Divorced 27 Own 2 Management High New Car $0 $10,723 11 15 M Single 39 Rent 2 Unskilled Low Business $141 $245 22 33 M Single 26 Own 3 Skilled Low Used Car $0 $0 19 58 M Single 50 Other 4 Skilled High Used Car $2,484 $0 49 46 M Single 34 Other 1 Skilled Low Small Appliance $237 $236 37 24 M Single 23 Rent 4 Skilled Low Small Appliance $0 $485 19 12 M Single 23 Own 2 Skilled Low Education $335 $1,708 37 7 M Single 46 Other 4 Skilled High Small Appliance $3,565 $0 31 32 M Single 35 Own 3 Skilled Low Small Appliance $0 $407 13 2 F Divorced 28 Own 2 Skilled Low Business $16,647 $895 16 34 M Single 25 Rent 4 Skilled Low Business $0 $150 49 46 F Divorced 36 Rent 4 Skilled High Small Appliance $0 $490 5 41 M Single 41 Own 1 Unskilled Low Furniture $0 $162 25 1 M Divorced 54 Own 1 Skilled High Small Appliance $940 $715 9 40 F Divorced 43 Own 2 Unskilled Low Small Appliance $0 $323 49 42 M Married 33 Own 1 Skilled High New Car $0 $128 13 74 M Single 34 Own 3 Skilled High Other $218 $0 49 0 M Single 39 Other 4 Unemployed Low Used Car $0 $109 25 26 M Single 34 Own 3 Unskilled Low Small Appliance $16,935 $189 37 60 M Single 30 Own 2 Skilled Low Furniture $664 $537 31 33 M Single 48 Own 2 Skilled High Furniture $150 $6,520 12 1 F Divorced 19 Own 1 Skilled Low Small Appliance $0 $138 7 119 M Married 29 Rent 2 Skilled Low Furniture $216 $0 19 3 F Divorced 26 Rent 3 Skilled High New Car $0 $660 17 75 M Single 42 Rent 4 Skilled High Business $0 $724 25 8 M Single 30 Rent 2 Skilled High Small Appliance $0 $897 19 5 M Married 38 Own 4 Skilled Low Small Appliance $265 $947 25 5 M Married 21 Own 1 Skilled High Furniture $4,256 $0 16 36 F Divorced 32 Rent 4 Unskilled Low Business $870 $917 28 6 M Single 35 Own 2 Skilled High New Car $162 $595 22 10 M Divorced 46 Own 4 Skilled Low Used Car $0 $789 25 28 M Single 37 Own 3 Management Low Education $0 $0 37 114 M Single 39 Own 4 Management High Furniture $0 $746 13 16 F Divorced 29 Own 3 Skilled Low New Car $461 $140 19 32 M Single 27 Rent 3 Unskilled Low New Car $0 $659 19 5 F Divorced 22 Rent 3 Skilled High Furniture $0 $717 37 60 M Single 40 Own 2 Skilled High New Car $0 $667 29 10 M Single 44 Own 2 Unskilled High New Car $580 $0 11 8 M Single 26 Own 4 Unskilled High Small Appliance $0 $763 13 46 F Divorced 57 Own 3 Unskilled Low New Car $0 $1,366 19 17 M Single 34 Own 4 Unskilled Low Small Appliance $0 $552 25 4 M Married 47 Own 4 Skilled High Small Appliance $0 $14,643 16 115 M Single 46 Own 3 Skilled Low Business $758 $2,665 13 31 M Single 38 Own 4 Unskilled Low Used Car $399 $0 31 0 F Divorced 52 Own 1 Management High Furniture $513 $442 7 0 M Single 34 Own 1 Management Low Furniture $0 $8,357 25 5 M Single 29 Other 4 Skilled High New Car $0 $0 22 9 M Single 39 Own 2 Unskilled High Small Appliance $565 $863 10 81 M Single 36 Own 4 Unskilled Low Business $0 $322 28 28 M Single 25 Own 4 Skilled Low Furniture $0 $800 13 69 M Single 59 Own 3 Skilled High Small Appliance $0 $656 37 85 M Single 27 Own 2 Skilled Low New Car $166 $922 13 2 F Divorced 24 Rent 1 Skilled High Business $9,783 $885 13 3 F Divorced 25 Own 1 Unemployed High Business $674 $2,886 49 32 M Single 29 Own 2 Skilled Low Repairs $0 $626 43 0 M Single 64 Own 4 Unemployed Low Business $15,328 $0 25 9 M Single 31 Own 4 Skilled Low New Car $0 $904 12 6 M Single 38 Own 4 Unskilled Low Education $713 $784 61 17 M Single 41 Other 4 Skilled High New Car $0 $806 19 3 F Divorced 22 Own 2 Unskilled High Education $0 $3,281 19 20 F Divorced 29 Own 2 Skilled High New Car $0 $759 16 59 M Single 32 Rent 3 Skilled High Small Appliance $0 $680 25 3 F Divorced 34 Own 4 Skilled High Used Car $0 $104 37 25 M Single 23 Own 4 Skilled High Small Appliance $303 $899 13 3 M Single 21 Own 1 Skilled High Small Appliance $900 $1,732 37 11 F Divorced 49 Other 4 Skilled High Furniture $0 $706 31 14 M Divorced 31 Own 2 Skilled Low Education $1,257 $0 10 65 F Divorced 40 Rent 4 Unskilled Low Small Appliance $0 $576 7 14 F Divorced 28 Own 1 Skilled Low Repairs $273 $904 7 2 M Married 21 Own 1 Unskilled Low Business $522 $194 25 79 M Divorced 30 Own 4 Skilled High Small Appliance $0 $710 25 1 F Divorced 37 Own 3 Skilled Low Small Appliance $0 $5,564 25 93 M Single 33 Own 2 Skilled Low Small Appliance $0 $192 46 13 M Single 22 Other 4 Skilled High New Car $0 $637 13 21 F Divorced 23 Own 2 Unskilled High Small Appliance $514 $405 49 13 F Divorced 21 Own 2 Skilled High Furniture $457 $318 19 108 M Single 40 Own 1 Skilled Low Small Appliance $5,133 $698 19 14 M Single 36 Own 2 Skilled High New Car $0 $369 10 16 M Single 29 Own 1 Skilled Low Retraining $644 $0 13 88 M Single 37 Own 4 Skilled Low Furniture $305 $492 19 1 F Divorced 26 Own 1 Skilled Low New Car $9,621 $308 25 41 M Single 37 Other 3 Skilled High Education $0 $127 13 22 M Single 39 Rent 4 Unskilled High Business $0 $565 19 14 M Married 27 Own 2 Skilled High Furniture $0 $12,632 16 9 F Divorced 19 Rent 4 Skilled Low New Car $0 $116 49 45 M Single 45 Other 4 Skilled High Used Car $0 $178 13 89 M Single 34 Other 4 Skilled High Small Appliance $6,851 $901 13 21 F Divorced 43 Rent 2 Unskilled Low Furniture $13,496 $650 19 20 M Single 33 Own 1 Unskilled High Business $509 $241 25 14 M Single 35 Own 4 Unskilled High Used Car $0 $609 37 6 M Single 31 Other 2 Management Low Furniture $19,155 $131 25 24 M Single 25 Own 2 Skilled Low Furniture $0 $544 19 15 F Divorced 27 Own 2 Skilled Low Small Appliance $0 $10,853 25 81 F Divorced 56 Rent 4 Management Low Used Car $374 $0 25 14 M Single 45 Own 4 Management Low Large Appliance $0 $409 49 15 M Single 53 Own 4 Skilled High Furniture $828 $391 9 12 F Divorced 23 Own 4 Skilled High Furniture $0 $322 13 9 F Divorced 25 Own 1 Skilled Low Small Appliance $829 $583 7 18 F Divorced 63 Own 3 Skilled Low Small Appliance $0 $12,242 25 53 M Single 34 Own 2 Skilled High Furniture $0 $479 19 0 M Single 24 Own 1 Unemployed High New Car $939 $496 19 56 M Single 35 Own 4 Skilled High New Car $0 $466 25 42 M Single 30 Own 3 Skilled High New Car $889 $1,583 37 79 M Single 29 Other 3 Skilled Low Furniture $876 $1,533 31 21 F Divorced 20 Rent 4 Skilled High Small Appliance $893 $0 16 94 M Single 49 Own 4 Skilled Low Business $12,760 $4,873 13 73 M Single 56 Rent 4 Unskilled Low Furniture $0 $0 13 94 M Single 48 Rent 4 Skilled Low Small Appliance $0 $717 22 10 F Divorced 24 Own 2 Skilled High Small Appliance $959 $7,876 28 20 M Single 22 Own 2 Unskilled High Small Appliance $0 $4,449 25 87 M Single 30 Own 4 Skilled High Other $0 $0 25 54 M Single 39 Own 3 Management High Business $0 $104 25 23 M Married 20 Own 2 Unskilled Low Repairs $0 $897 19 2 F Divorced 22 Own 4 Skilled High New Car $698 $4,033 16 20 M Married 24 Rent 2 Skilled High Furniture $0 $945 13 6 M Divorced 41 Own 1 Skilled Low Furniture $0 $836 25 99 M Single 32 Own 4 Skilled Low Small Appliance $0 $325 19 13 F Divorced 23 Own 2 Skilled High Small Appliance $12,974 $19,568 13 7 F Divorced 41 Rent 3 Skilled Low Furniture $0 $803 13 89 M Single 52 Other 4 Management High Small Appliance $317 $10,980 13 17 M Single 65 Own 3 Unskilled High Business $0 $265 13 10 F Divorced 26 Own 2 Skilled Low Repairs $0 $609 31 3 M Divorced 33 Own 1 Unskilled High Small Appliance $0 $1,851 12 0 F Divorced 56 Own 4 Unskilled Low Furniture $192 $199 25 5 F Divorced 24 Own 4 Unskilled High New Car $0 $500 28 7 F Divorced 20 Rent 3 Skilled High New Car $0 $509 16 3 M Single 35 Own 3 Skilled Low Used Car $0 $270 25 25 M Single 34 Own 3 Skilled Low New Car $0 $457 13 63 M Single 38 Own 4 Management Low Used Car $0 $260 25 78 M Single 34 Own 4 Management Low New Car $942 $3,036 25 36 M Single 37 Own 3 Skilled Low Small Appliance $0 $643 19 6 M Single 31 Other 2 Management Low New Car $3,329 $0 19 15 M Single 67 Rent 4 Skilled High Used Car $0 $6,345 25 19 M Single 26 Own 2 Skilled Low Education $0 $922 37 9 F Divorced 24 Own 2 Management High Furniture $0 $909 25 3 M Single 21 Other 1 Skilled Low Large Appliance $0 $775 19 8 M Married 46 Own 3 Unskilled High Furniture $0 $979 25 48 M Single 22 Rent 4 Skilled High Furniture $0 $948 19 2 F Divorced 20 Rent 4 Skilled Low Business $339 $2,790 22 55 M Divorced 60 Rent 2 Unskilled High Used Car $0 $309 49 37 M Single 25 Own 3 Skilled Low Small Appliance $0 $762 10 1 F Divorced 21 Rent 4 Skilled High Small Appliance $0 $970 13 14 F Divorced 22 Own 1 Skilled Low Used Car $105 $320 28 54 M Single 29 Own 2 Management Low Small Appliance $0 $861 13 111 M Single 56 Own 4 Unskilled High Repairs $216 $262 37 2 M Single 32 Rent 1 Unskilled High Furniture $113 $692 11 14 M Divorced 30 Own 2 Unskilled Low Used Car $109 $540 37 1 M Married 27 Rent 4 Management High New Car $0 $470 13 0 F Divorced 37 Own 2 Unemployed Low New Car $0 $192 7 2 M Single 39 Own 4 Unskilled Low New Car $8,176 $12,230 7 5 M Married 26 Own 2 Unemployed Low Repairs $0 $772 25 19 M Divorced 32 Own 2 Skilled Low Furniture $468 $14,186 22 24 M Single 31 Own 2 Skilled Low Used Car $7,885 $6,330 16 14 M Single 35 Own 2 Skilled Low Small Appliance $0 $18,716 19 93 M Single 31 Own 3 Management Low New Car $0 $886 22 96 M Single 64 Own 4 Skilled Low Business $0 $750 37 2 M Divorced 27 Own 1 Skilled High Small Appliance $0 $3,870 25 11 F Divorced 31 Own 2 Unskilled High Small Appliance $0 $3,273 13 4 M Married 32 Own 3 Unskilled High Business $0 $406 6 35 M Single 73 Own 4 Unskilled Low Furniture $0 $461 13 48 F Divorced 30 Own 4 Unskilled Low Furniture $0 $340 19 4 M Married 42 Own 1 Unskilled High Small Appliance $0 $6,490 19 85 M Single 45 Own 4 Skilled Low Small Appliance $734 $348 7 100 M Single 27 Own 4 Skilled Low Furniture $0 $506 25 3 F Divorced 22 Rent 4 Unskilled High Used Car $0 $14,717 28 7 M Single 26 Own 2 Skilled Low Business $172 $0 25 36 M Single 33 Own 3 Skilled Low New Car $644 $1,571 19 1 F Divorced 27 Own 3 Skilled High New Car $0 $0 25 19 F Divorced 24 Rent 4 Skilled High Furniture $617 $411 31 3 M Married 21 Own 1 Skilled Low New Car $0 $544 25 0 F Divorced 28 Rent 4 Unemployed High Small Appliance $586 $0 13 0 M Single 51 Own 1 Management High Furniture $0 $835 19 42 F Divorced 21 Own 1 Skilled High Small Appliance $0 $823 25 47 M Single 27 Own 2 Skilled Low Business $0 $5,180 22 4 M Single 40 Own 2 Unskilled High Small Appliance $0 $408 16 12 M Single 34 Other 4 Skilled Low New Car $0 $821 48 5 F Divorced 34 Own 1 Unskilled Low Education $522 $385 10 66 M Single 63 Own 4 Unskilled Low New Car $585 $2,223 16 0 M Single 33 Own 2 Management High New Car $5,588 $0 22 10 F Divorced 28 Own 4 Skilled High New Car $0 $605 37 20 F Divorced 24 Own 2 Skilled High Furniture $352 $7,525 13 4 F Divorced 18 Rent 4 Unskilled Low Small Appliance $0 $3,529 14 0 F Divorced 63 Own 4 Skilled Low Business $2,715 $1,435 49 14 M Divorced 37 Own 2 Skilled High Other $560 $887 25 20 M Single 38 Own 3 Management High Small Appliance $895 $243 13 4 M Married 22 Rent 1 Skilled High New Car $305 $4,553 7 2 F Divorced 31 Own 1 Unskilled High Small Appliance $0 $418 19 4 M Single 31 Own 2 Skilled Low New Car $0 $771 25 0 M Single 42 Other 2 Skilled High Furniture $0 $463 11 13 M Single 24 Rent 2 Unskilled High Business $8,948 $110 31 90 M Single 65 Own 4 Management High Used Car $0 $10,099 16 108 M Single 22 Rent 4 Skilled Low Used Car $0 $13,428 7 0 F Divorced 22 Rent 2 Unemployed Low Small Appliance $0 $208 13 23 M Single 51 Own 4 Skilled Low Small Appliance $0 $552 13 15 F Divorced 23 Own 4 Unskilled High Education $0 $3,105 16 19 F Divorced 30 Own 3 Skilled Low Small Appliance $483 $415 19 6 M Married 32 Own 2 Skilled High Large Appliance $0 $1,238 13 0 F Divorced 21 Own 3 Skilled High Education $0 $238 13 2 F Divorced 52 Own 4 Skilled High Furniture $0 $127 31 35 F Divorced 22 Rent 4 Skilled High Business $663 $0 19 57 M Single 41 Own 2 Skilled Low New Car $624 $785 37 9 F Divorced 53 Rent 2 Skilled Low Repairs $0 $718 19 0 F Divorced 54 Other 4 Unemployed High Furniture $0 $493 13 21 M Single 37 Own 3 Unskilled Low Small Appliance $152 $757 49 45 M Single 27 Own 4 Skilled High New Car $0 $9,125 13 24 F Divorced 25 Own 2 Skilled High Small Appliance $0 $364 13 12 F Divorced 34 Own 2 Skilled Low Business $498 $598 37 14 M Divorced 29 Own 2 Management High New Car $0 $374 10 19 M Single 27 Own 3 Unskilled High Small Appliance $156 $0 13 58 F Divorced 32 Own 3 Unskilled High Used Car $1,336 $0 37 11 M Single 29 Own 2 Management Low New Car $0 $508 13 3 M Single 32 Own 1 Unskilled High Small Appliance $0 $956 25 4 F Divorced 28 Rent 2 Unskilled High Furniture $0 $636 22 41 F Divorced 25 Rent 4 Unskilled Low New Car $2,641 $0 13 71 F Divorced 51 Other 4 Management Low Used Car $0 $1,519 40 74 M Single 44 Own 2 Management Low Business $0 $922 19 29 M Single 33 Own 1 Skilled Low Furniture $0 $180 5 2 F Divorced 22 Rent 3 Unskilled Low Used Car $0 $701 22 108 M Single 35 Own 4 Management Low Small Appliance $0 $296 16 8 M Single 30 Own 2 Skilled Low Small Appliance $887 $519 7 42 M Married 27 Own 3 Unskilled Low Business $0 $800 49 2 F Divorced 23 Rent 4 Skilled High Furniture $0 $736 13 6 F Divorced 19 Rent 4 Skilled High Small Appliance $0 $11,838 7 70 M Single 44 Own 4 Unskilled Low Small Appliance $0 $364 5 35 M Single 41 Own 1 Unskilled Low New Car $18,408 $212 13 9 F Divorced 35 Own 2 Skilled Low New Car $497 $888 16 3 F Divorced 25 Rent 1 Unemployed High Used Car $0 $999 25 0 M Single 28 Other 2 Management Low Small Appliance $946 $0 16 83 M Single 34 Own 2 Skilled Low Business $986 $578 28 1 F Divorced 31 Own 1 Skilled Low Education $8,122 $136 22 4 M Divorced 32 Rent 1 Skilled High Furniture $0 $734 37 111 M Single 41 Own 2 Skilled High Business $778 $861 49 21 M Single 22 Own 2 Skilled High Other $645 $855 25 17 M Single 28 Own 3 Management High Furniture $0 $4,486 10 3 F Divorced 21 Rent 4 Skilled Low New Car $682 $2,017 37 85 M Single 41 Own 4 Management High New Car $19,812 $0 25 37 M Single 36 Own 2 Unskilled High Business $0 $500 25 1 M Single 26 Own 2 Skilled High Used Car $0 $859 31 89 M Single 37 Other 4 Management Low Business $859 $3,305 25 26 M Single 35 Rent 4 Management Low Small Appliance $0 $1,218 13 38 M Single 34 Own 1 Skilled Low New Car $0 $9,016 49 22 M Single 43 Other 2 Skilled High New Car $0 $11,587 22 46 F Divorced 30 Own 2 Management Low Furniture $0 $8,944 25 66 M Single 31 Rent 3 Skilled Low Repairs $0 $807 25 75 M Single 43 Other 4 Skilled Low Small Appliance $0 $867 31 27 F Divorced 24 Own 2 Skilled Low Small Appliance $795 $16,804 49 40 M Single 26 Own 2 Skilled High Furniture $0 $347 16 5 F Divorced 45 Rent 1 Skilled Low Furniture $0 $836 16 4 M Single 26 Own 3 Unskilled Low Furniture $0 $142 7 53 F Divorced 48 Own 1 Skilled Low Furniture $0 $169 19 6 M Single 43 Own 3 Skilled High Other $852 $3,613 61 83 F Divorced 59 Other 4 Management High Education $0 $403 7 5 F Divorced 55 Own 2 Skilled Low Small Appliance $0 $836 25 0 M Single 29 Own 2 Management High New Car $425 $0 19 7 F Divorced 32 Own 2 Skilled High Business $0 $11,481 25 18 M Single 53 Own 3 Management High Business $0 $3,285 7 21 M Single 33 Own 2 Unskilled Low Education $0 $164 13 65 F Divorced 56 Other 4 Unskilled Low New Car $11,072 $891 61 17 M Single 33 Other 4 Skilled Low Used Car $0 $0 37 49 M Single 46 Other 4 Skilled High Used Car $219 $841 43 0 M Single 54 Other 2 Management Low New Car $8,060 $607 19 71 F Divorced 22 Own 2 Management Low New Car $0 $486 12 22 M Single 35 Rent 2 Skilled Low New Car $0 $108 25 52 M Single 46 Own 4 Unskilled High Small Appliance $0 $0 43 28 F Divorced 29 Own 3 Management High New Car $0 $113 25 31 F Divorced 22 Rent 4 Skilled High New Car $1,613 $0 25 118 M Married 53 Own 4 Skilled Low Furniture $757 $208 25 36 M Divorced 42 Own 3 Skilled High Retraining $0 $603 13 35 M Married 20 Rent 4 Skilled High New Car $0 $343 19 22 F Divorced 35 Own 3 Skilled Low Education $977 $463 10 61 F Divorced 33 Own 3 Management High Education $197 $0 37 17 M Married 26 Own 2 Skilled Low Furniture $0 $299 19 11 M Single 46 Other 4 Skilled Low New Car $0 $490 13 15 F Divorced 28 Own 2 Skilled High Small Appliance $0 $6,628 37 65 M Single 38 Own 4 Skilled Low Business $0 $859 19 23 M Single 35 Own 2 Skilled High New Car $0 $750 13 14 M Single 47 Own 4 Skilled High Small Appliance $256 $954 10 13 M Single 23 Own 3 Skilled Low New Car $296 $591 37 103 M Single 56 Other 4 Skilled High Furniture $0 $13,970 13 24 F Divorced 28 Rent 4 Unskilled High New Car $0 $857 11 34 M Single 48 Own 3 Skilled Low Furniture $0 $5,857 19 20 M Single 27 Own 2 Skilled Low Small Appliance $298 $3,326 73 15 M Married 23 Own 2 Skilled High Small Appliance $0 $726 19 7 F Divorced 24 Rent 4 Skilled High Furniture $8,636 $214 11 3 F Divorced 22 Own 2 Skilled Low New Car $0 $207 13 119 M Single 42 Rent 4 Skilled High New Car $0 $713 13 29 M Single 25 Own 2 Skilled High New Car $19,766 $2,141 11 54 F Divorced 47 Other 4 Unskilled High New Car $0 $483 19 90 F Divorced 32 Rent 4 Skilled High New Car $0 $127 7 13 M Single 25 Rent 3 Skilled Low Furniture $0 $367 37 22 M Single 36 Own 2 Skilled Low Small Appliance $0 $813 43 28 M Single 25 Own 2 Skilled High Furniture $4,089 $0 7 14 M Married 26 Own 2 Skilled Low New Car $0 $102 7 0 F Divorced 53 Own 4 Unemployed Low Repairs $271 $759 19 0 F Divorced 66 Own 4 Skilled Low New Car $949 $0 49 36 F Divorced 23 Own 2 Skilled Low Small Appliance $0 $503 13 62 M Single 25 Own 2 Skilled Low Small Appliance $911 $823 46 4 M Single 24 Own 2 Unskilled High New Car $0 $693 19 28 M Single 31 Other 4 Unskilled High Used Car $0 $973 49 81 F Divorced 57 Other 4 Unskilled High New Car $0 $648 15 57 M Divorced 44 Own 4 Management High Other $0 $523 37 0 M Divorced 42 Own 3 Management Low Used Car $271 $7,090 25 2 F Divorced 27 Rent 4 Skilled High Small Appliance $0 $596 13 67 M Single 51 Own 4 Skilled Low Used Car $0 $904 49 119 M Single 23 Other 4 Skilled High New Car $0 $541 19 13 M Single 31 Own 2 Skilled High Furniture $0 $154 37 2 F Divorced 22 Rent 4 Skilled High New Car $4,802 $0 37 12 M Single 35 Own 4 Skilled Low Business $177 $0 49 9 M Single 37 Other 4 Skilled Low Small Appliance $0 $337 25 107 M Single 35 Own 1 Management Low New Car $0 $716 19 33 M Single 30 Own 2 Skilled High Education $996 $837 49 83 M Single 49 Other 4 Skilled High Education $705 $0 25 24 F Divorced 32 Own 2 Skilled Low Furniture $0 $7,710 25 114 M Single 52 Own 4 Skilled Low New Car $0 $531 13 5 M Single 45 Own 2 Skilled High Small Appliance $5,960 $129 13 16 M Married 23 Own 1 Skilled Low Furniture $0 $941 13 111 M Single 41 Own 4 Skilled Low Furniture $759 $596 10 18 F Divorced 28 Own 2 Skilled High Furniture $0 $987 37 101 M Single 30 Own 4 Skilled High Small Appliance $651 $0 37 102 M Single 50 Own 2 Skilled Low Business $257 $460 49 75 F Divorced

Question: Please help I don't know where to start to solve this :(. I'm stressing so much! It was due yesterday! Using the approach described in

Step by Step Solution

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Using the approach described in Example 10.6, classify first record in the worksheet New Record to Classify in the Excel fileCredit Risk Data using thek-NN algorithm fork= 1 to 5. Use only Checking, Savings, Age, and Years.


Credit Risk Data.xlsx

Loan Purpose	Checking	Savings	Months Customer	Months Employed	Gender	Marital Status	Age	Housing	Years	Job	Credit Risk
Small Appliance	$0	$739	13	12	M	Single	23	Own	3	Unskilled	Low
Furniture	$0	$1,230	25	0	M	Divorced	32	Own	1	Skilled	High
New Car	$0	$389	19	119	M	Single	38	Own	4	Management	High
Furniture	$638	$347	13	14	M	Single	36	Own	2	Unskilled	High
Education	$963	$4,754	40	45	M	Single	31	Rent	3	Skilled	Low
Furniture	$2,827	$0	11	13	M	Married	25	Own	1	Skilled	Low
New Car	$0	$229	13	16	M	Married	26	Own	3	Unskilled	Low
Business	$0	$533	14	2	M	Single	27	Own	1	Unskilled	Low
Small Appliance	$6,509	$493	37	9	M	Single	25	Own	2	Skilled	High
Small Appliance	$966	$0	25	4	F	Divorced	43	Own	1	Skilled	High
Business	$0	$989	49	0	M	Single	32	Rent	2	Management	High
New Car	$0	$3,305	11	15	M	Single	34	Rent	2	Unskilled	Low
Business	$322	$578	10	14	M	Married	26	Own	1	Skilled	Low
New Car	$0	$821	25	63	M	Single	44	Own	1	Skilled	High
New Car	$396	$228	13	26	M	Single	46	Own	3	Unskilled	Low
Used Car	$0	$129	31	8	M	Divorced	39	Own	4	Management	Low
Furniture	$652	$732	49	4	F	Divorced	25	Own	2	Skilled	High
New Car	$708	$683	13	33	M	Single	31	Own	2	Skilled	Low
Repairs	$207	$0	28	116	M	Single	47	Own	4	Skilled	Low
Education	$287	$12,348	7	2	F	Divorced	23	Rent	2	Skilled	High
Furniture	$0	$17,545	34	16	F	Divorced	22	Own	4	Skilled	High
Furniture	$101	$3,871	13	5	F	Divorced	26	Rent	4	Skilled	High
Furniture	$0	$0	25	23	M	Married	19	Own	4	Skilled	High
Furniture	$0	$485	37	23	F	Divorced	27	Own	2	Management	High
New Car	$0	$10,723	11	15	M	Single	39	Rent	2	Unskilled	Low
Business	$141	$245	22	33	M	Single	26	Own	3	Skilled	Low
Used Car	$0	$0	19	58	M	Single	50	Other	4	Skilled	High
Used Car	$2,484	$0	49	46	M	Single	34	Other	1	Skilled	Low
Small Appliance	$237	$236	37	24	M	Single	23	Rent	4	Skilled	Low
Small Appliance	$0	$485	19	12	M	Single	23	Own	2	Skilled	Low
Education	$335	$1,708	37	7	M	Single	46	Other	4	Skilled	High
Small Appliance	$3,565	$0	31	32	M	Single	35	Own	3	Skilled	Low
Small Appliance	$0	$407	13	2	F	Divorced	28	Own	2	Skilled	Low
Business	$16,647	$895	16	34	M	Single	25	Rent	4	Skilled	Low
Business	$0	$150	49	46	F	Divorced	36	Rent	4	Skilled	High
Small Appliance	$0	$490	5	41	M	Single	41	Own	1	Unskilled	Low
Furniture	$0	$162	25	1	M	Divorced	54	Own	1	Skilled	High
Small Appliance	$940	$715	9	40	F	Divorced	43	Own	2	Unskilled	Low
Small Appliance	$0	$323	49	42	M	Married	33	Own	1	Skilled	High
New Car	$0	$128	13	74	M	Single	34	Own	3	Skilled	High
Other	$218	$0	49	0	M	Single	39	Other	4	Unemployed	Low
Used Car	$0	$109	25	26	M	Single	34	Own	3	Unskilled	Low
Small Appliance	$16,935	$189	37	60	M	Single	30	Own	2	Skilled	Low
Furniture	$664	$537	31	33	M	Single	48	Own	2	Skilled	High
Furniture	$150	$6,520	12	1	F	Divorced	19	Own	1	Skilled	Low
Small Appliance	$0	$138	7	119	M	Married	29	Rent	2	Skilled	Low
Furniture	$216	$0	19	3	F	Divorced	26	Rent	3	Skilled	High
New Car	$0	$660	17	75	M	Single	42	Rent	4	Skilled	High
Business	$0	$724	25	8	M	Single	30	Rent	2	Skilled	High
Small Appliance	$0	$897	19	5	M	Married	38	Own	4	Skilled	Low
Small Appliance	$265	$947	25	5	M	Married	21	Own	1	Skilled	High
Furniture	$4,256	$0	16	36	F	Divorced	32	Rent	4	Unskilled	Low
Business	$870	$917	28	6	M	Single	35	Own	2	Skilled	High
New Car	$162	$595	22	10	M	Divorced	46	Own	4	Skilled	Low
Used Car	$0	$789	25	28	M	Single	37	Own	3	Management	Low
Education	$0	$0	37	114	M	Single	39	Own	4	Management	High
Furniture	$0	$746	13	16	F	Divorced	29	Own	3	Skilled	Low
New Car	$461	$140	19	32	M	Single	27	Rent	3	Unskilled	Low
New Car	$0	$659	19	5	F	Divorced	22	Rent	3	Skilled	High
Furniture	$0	$717	37	60	M	Single	40	Own	2	Skilled	High
New Car	$0	$667	29	10	M	Single	44	Own	2	Unskilled	High
New Car	$580	$0	11	8	M	Single	26	Own	4	Unskilled	High
Small Appliance	$0	$763	13	46	F	Divorced	57	Own	3	Unskilled	Low
New Car	$0	$1,366	19	17	M	Single	34	Own	4	Unskilled	Low
Small Appliance	$0	$552	25	4	M	Married	47	Own	4	Skilled	High
Small Appliance	$0	$14,643	16	115	M	Single	46	Own	3	Skilled	Low
Business	$758	$2,665	13	31	M	Single	38	Own	4	Unskilled	Low
Used Car	$399	$0	31	0	F	Divorced	52	Own	1	Management	High
Furniture	$513	$442	7	0	M	Single	34	Own	1	Management	Low
Furniture	$0	$8,357	25	5	M	Single	29	Other	4	Skilled	High
New Car	$0	$0	22	9	M	Single	39	Own	2	Unskilled	High
Small Appliance	$565	$863	10	81	M	Single	36	Own	4	Unskilled	Low
Business	$0	$322	28	28	M	Single	25	Own	4	Skilled	Low
Furniture	$0	$800	13	69	M	Single	59	Own	3	Skilled	High
Small Appliance	$0	$656	37	85	M	Single	27	Own	2	Skilled	Low
New Car	$166	$922	13	2	F	Divorced	24	Rent	1	Skilled	High
Business	$9,783	$885	13	3	F	Divorced	25	Own	1	Unemployed	High
Business	$674	$2,886	49	32	M	Single	29	Own	2	Skilled	Low
Repairs	$0	$626	43	0	M	Single	64	Own	4	Unemployed	Low
Business	$15,328	$0	25	9	M	Single	31	Own	4	Skilled	Low
New Car	$0	$904	12	6	M	Single	38	Own	4	Unskilled	Low
Education	$713	$784	61	17	M	Single	41	Other	4	Skilled	High
New Car	$0	$806	19	3	F	Divorced	22	Own	2	Unskilled	High
Education	$0	$3,281	19	20	F	Divorced	29	Own	2	Skilled	High
New Car	$0	$759	16	59	M	Single	32	Rent	3	Skilled	High
Small Appliance	$0	$680	25	3	F	Divorced	34	Own	4	Skilled	High
Used Car	$0	$104	37	25	M	Single	23	Own	4	Skilled	High
Small Appliance	$303	$899	13	3	M	Single	21	Own	1	Skilled	High
Small Appliance	$900	$1,732	37	11	F	Divorced	49	Other	4	Skilled	High
Furniture	$0	$706	31	14	M	Divorced	31	Own	2	Skilled	Low
Education	$1,257	$0	10	65	F	Divorced	40	Rent	4	Unskilled	Low
Small Appliance	$0	$576	7	14	F	Divorced	28	Own	1	Skilled	Low
Repairs	$273	$904	7	2	M	Married	21	Own	1	Unskilled	Low
Business	$522	$194	25	79	M	Divorced	30	Own	4	Skilled	High
Small Appliance	$0	$710	25	1	F	Divorced	37	Own	3	Skilled	Low
Small Appliance	$0	$5,564	25	93	M	Single	33	Own	2	Skilled	Low
Small Appliance	$0	$192	46	13	M	Single	22	Other	4	Skilled	High
New Car	$0	$637	13	21	F	Divorced	23	Own	2	Unskilled	High
Small Appliance	$514	$405	49	13	F	Divorced	21	Own	2	Skilled	High
Furniture	$457	$318	19	108	M	Single	40	Own	1	Skilled	Low
Small Appliance	$5,133	$698	19	14	M	Single	36	Own	2	Skilled	High
New Car	$0	$369	10	16	M	Single	29	Own	1	Skilled	Low
Retraining	$644	$0	13	88	M	Single	37	Own	4	Skilled	Low
Furniture	$305	$492	19	1	F	Divorced	26	Own	1	Skilled	Low
New Car	$9,621	$308	25	41	M	Single	37	Other	3	Skilled	High
Education	$0	$127	13	22	M	Single	39	Rent	4	Unskilled	High
Business	$0	$565	19	14	M	Married	27	Own	2	Skilled	High
Furniture	$0	$12,632	16	9	F	Divorced	19	Rent	4	Skilled	Low
New Car	$0	$116	49	45	M	Single	45	Other	4	Skilled	High
Used Car	$0	$178	13	89	M	Single	34	Other	4	Skilled	High
Small Appliance	$6,851	$901	13	21	F	Divorced	43	Rent	2	Unskilled	Low
Furniture	$13,496	$650	19	20	M	Single	33	Own	1	Unskilled	High
Business	$509	$241	25	14	M	Single	35	Own	4	Unskilled	High
Used Car	$0	$609	37	6	M	Single	31	Other	2	Management	Low
Furniture	$19,155	$131	25	24	M	Single	25	Own	2	Skilled	Low
Furniture	$0	$544	19	15	F	Divorced	27	Own	2	Skilled	Low
Small Appliance	$0	$10,853	25	81	F	Divorced	56	Rent	4	Management	Low
Used Car	$374	$0	25	14	M	Single	45	Own	4	Management	Low
Large Appliance	$0	$409	49	15	M	Single	53	Own	4	Skilled	High
Furniture	$828	$391	9	12	F	Divorced	23	Own	4	Skilled	High
Furniture	$0	$322	13	9	F	Divorced	25	Own	1	Skilled	Low
Small Appliance	$829	$583	7	18	F	Divorced	63	Own	3	Skilled	Low
Small Appliance	$0	$12,242	25	53	M	Single	34	Own	2	Skilled	High
Furniture	$0	$479	19	0	M	Single	24	Own	1	Unemployed	High
New Car	$939	$496	19	56	M	Single	35	Own	4	Skilled	High
New Car	$0	$466	25	42	M	Single	30	Own	3	Skilled	High
New Car	$889	$1,583	37	79	M	Single	29	Other	3	Skilled	Low
Furniture	$876	$1,533	31	21	F	Divorced	20	Rent	4	Skilled	High
Small Appliance	$893	$0	16	94	M	Single	49	Own	4	Skilled	Low
Business	$12,760	$4,873	13	73	M	Single	56	Rent	4	Unskilled	Low
Furniture	$0	$0	13	94	M	Single	48	Rent	4	Skilled	Low
Small Appliance	$0	$717	22	10	F	Divorced	24	Own	2	Skilled	High
Small Appliance	$959	$7,876	28	20	M	Single	22	Own	2	Unskilled	High
Small Appliance	$0	$4,449	25	87	M	Single	30	Own	4	Skilled	High
Other	$0	$0	25	54	M	Single	39	Own	3	Management	High
Business	$0	$104	25	23	M	Married	20	Own	2	Unskilled	Low
Repairs	$0	$897	19	2	F	Divorced	22	Own	4	Skilled	High
New Car	$698	$4,033	16	20	M	Married	24	Rent	2	Skilled	High
Furniture	$0	$945	13	6	M	Divorced	41	Own	1	Skilled	Low
Furniture	$0	$836	25	99	M	Single	32	Own	4	Skilled	Low
Small Appliance	$0	$325	19	13	F	Divorced	23	Own	2	Skilled	High
Small Appliance	$12,974	$19,568	13	7	F	Divorced	41	Rent	3	Skilled	Low
Furniture	$0	$803	13	89	M	Single	52	Other	4	Management	High
Small Appliance	$317	$10,980	13	17	M	Single	65	Own	3	Unskilled	High
Business	$0	$265	13	10	F	Divorced	26	Own	2	Skilled	Low
Repairs	$0	$609	31	3	M	Divorced	33	Own	1	Unskilled	High
Small Appliance	$0	$1,851	12	0	F	Divorced	56	Own	4	Unskilled	Low
Furniture	$192	$199	25	5	F	Divorced	24	Own	4	Unskilled	High
New Car	$0	$500	28	7	F	Divorced	20	Rent	3	Skilled	High
New Car	$0	$509	16	3	M	Single	35	Own	3	Skilled	Low
Used Car	$0	$270	25	25	M	Single	34	Own	3	Skilled	Low
New Car	$0	$457	13	63	M	Single	38	Own	4	Management	Low
Used Car	$0	$260	25	78	M	Single	34	Own	4	Management	Low
New Car	$942	$3,036	25	36	M	Single	37	Own	3	Skilled	Low
Small Appliance	$0	$643	19	6	M	Single	31	Other	2	Management	Low
New Car	$3,329	$0	19	15	M	Single	67	Rent	4	Skilled	High
Used Car	$0	$6,345	25	19	M	Single	26	Own	2	Skilled	Low
Education	$0	$922	37	9	F	Divorced	24	Own	2	Management	High
Furniture	$0	$909	25	3	M	Single	21	Other	1	Skilled	Low
Large Appliance	$0	$775	19	8	M	Married	46	Own	3	Unskilled	High
Furniture	$0	$979	25	48	M	Single	22	Rent	4	Skilled	High
Furniture	$0	$948	19	2	F	Divorced	20	Rent	4	Skilled	Low
Business	$339	$2,790	22	55	M	Divorced	60	Rent	2	Unskilled	High
Used Car	$0	$309	49	37	M	Single	25	Own	3	Skilled	Low
Small Appliance	$0	$762	10	1	F	Divorced	21	Rent	4	Skilled	High
Small Appliance	$0	$970	13	14	F	Divorced	22	Own	1	Skilled	Low
Used Car	$105	$320	28	54	M	Single	29	Own	2	Management	Low
Small Appliance	$0	$861	13	111	M	Single	56	Own	4	Unskilled	High
Repairs	$216	$262	37	2	M	Single	32	Rent	1	Unskilled	High
Furniture	$113	$692	11	14	M	Divorced	30	Own	2	Unskilled	Low
Used Car	$109	$540	37	1	M	Married	27	Rent	4	Management	High
New Car	$0	$470	13	0	F	Divorced	37	Own	2	Unemployed	Low
New Car	$0	$192	7	2	M	Single	39	Own	4	Unskilled	Low
New Car	$8,176	$12,230	7	5	M	Married	26	Own	2	Unemployed	Low
Repairs	$0	$772	25	19	M	Divorced	32	Own	2	Skilled	Low
Furniture	$468	$14,186	22	24	M	Single	31	Own	2	Skilled	Low
Used Car	$7,885	$6,330	16	14	M	Single	35	Own	2	Skilled	Low
Small Appliance	$0	$18,716	19	93	M	Single	31	Own	3	Management	Low
New Car	$0	$886	22	96	M	Single	64	Own	4	Skilled	Low
Business	$0	$750	37	2	M	Divorced	27	Own	1	Skilled	High
Small Appliance	$0	$3,870	25	11	F	Divorced	31	Own	2	Unskilled	High
Small Appliance	$0	$3,273	13	4	M	Married	32	Own	3	Unskilled	High
Business	$0	$406	6	35	M	Single	73	Own	4	Unskilled	Low
Furniture	$0	$461	13	48	F	Divorced	30	Own	4	Unskilled	Low
Furniture	$0	$340	19	4	M	Married	42	Own	1	Unskilled	High
Small Appliance	$0	$6,490	19	85	M	Single	45	Own	4	Skilled	Low
Small Appliance	$734	$348	7	100	M	Single	27	Own	4	Skilled	Low
Furniture	$0	$506	25	3	F	Divorced	22	Rent	4	Unskilled	High
Used Car	$0	$14,717	28	7	M	Single	26	Own	2	Skilled	Low
Business	$172	$0	25	36	M	Single	33	Own	3	Skilled	Low
New Car	$644	$1,571	19	1	F	Divorced	27	Own	3	Skilled	High
New Car	$0	$0	25	19	F	Divorced	24	Rent	4	Skilled	High
Furniture	$617	$411	31	3	M	Married	21	Own	1	Skilled	Low
New Car	$0	$544	25	0	F	Divorced	28	Rent	4	Unemployed	High
Small Appliance	$586	$0	13	0	M	Single	51	Own	1	Management	High
Furniture	$0	$835	19	42	F	Divorced	21	Own	1	Skilled	High
Small Appliance	$0	$823	25	47	M	Single	27	Own	2	Skilled	Low
Business	$0	$5,180	22	4	M	Single	40	Own	2	Unskilled	High
Small Appliance	$0	$408	16	12	M	Single	34	Other	4	Skilled	Low
New Car	$0	$821	48	5	F	Divorced	34	Own	1	Unskilled	Low
Education	$522	$385	10	66	M	Single	63	Own	4	Unskilled	Low
New Car	$585	$2,223	16	0	M	Single	33	Own	2	Management	High
New Car	$5,588	$0	22	10	F	Divorced	28	Own	4	Skilled	High
New Car	$0	$605	37	20	F	Divorced	24	Own	2	Skilled	High
Furniture	$352	$7,525	13	4	F	Divorced	18	Rent	4	Unskilled	Low
Small Appliance	$0	$3,529	14	0	F	Divorced	63	Own	4	Skilled	Low
Business	$2,715	$1,435	49	14	M	Divorced	37	Own	2	Skilled	High
Other	$560	$887	25	20	M	Single	38	Own	3	Management	High
Small Appliance	$895	$243	13	4	M	Married	22	Rent	1	Skilled	High
New Car	$305	$4,553	7	2	F	Divorced	31	Own	1	Unskilled	High
Small Appliance	$0	$418	19	4	M	Single	31	Own	2	Skilled	Low
New Car	$0	$771	25	0	M	Single	42	Other	2	Skilled	High
Furniture	$0	$463	11	13	M	Single	24	Rent	2	Unskilled	High
Business	$8,948	$110	31	90	M	Single	65	Own	4	Management	High
Used Car	$0	$10,099	16	108	M	Single	22	Rent	4	Skilled	Low
Used Car	$0	$13,428	7	0	F	Divorced	22	Rent	2	Unemployed	Low
Small Appliance	$0	$208	13	23	M	Single	51	Own	4	Skilled	Low
Small Appliance	$0	$552	13	15	F	Divorced	23	Own	4	Unskilled	High
Education	$0	$3,105	16	19	F	Divorced	30	Own	3	Skilled	Low
Small Appliance	$483	$415	19	6	M	Married	32	Own	2	Skilled	High
Large Appliance	$0	$1,238	13	0	F	Divorced	21	Own	3	Skilled	High
Education	$0	$238	13	2	F	Divorced	52	Own	4	Skilled	High
Furniture	$0	$127	31	35	F	Divorced	22	Rent	4	Skilled	High
Business	$663	$0	19	57	M	Single	41	Own	2	Skilled	Low
New Car	$624	$785	37	9	F	Divorced	53	Rent	2	Skilled	Low
Repairs	$0	$718	19	0	F	Divorced	54	Other	4	Unemployed	High
Furniture	$0	$493	13	21	M	Single	37	Own	3	Unskilled	Low
Small Appliance	$152	$757	49	45	M	Single	27	Own	4	Skilled	High
New Car	$0	$9,125	13	24	F	Divorced	25	Own	2	Skilled	High
Small Appliance	$0	$364	13	12	F	Divorced	34	Own	2	Skilled	Low
Business	$498	$598	37	14	M	Divorced	29	Own	2	Management	High
New Car	$0	$374	10	19	M	Single	27	Own	3	Unskilled	High
Small Appliance	$156	$0	13	58	F	Divorced	32	Own	3	Unskilled	High
Used Car	$1,336	$0	37	11	M	Single	29	Own	2	Management	Low
New Car	$0	$508	13	3	M	Single	32	Own	1	Unskilled	High
Small Appliance	$0	$956	25	4	F	Divorced	28	Rent	2	Unskilled	High
Furniture	$0	$636	22	41	F	Divorced	25	Rent	4	Unskilled	Low
New Car	$2,641	$0	13	71	F	Divorced	51	Other	4	Management	Low
Used Car	$0	$1,519	40	74	M	Single	44	Own	2	Management	Low
Business	$0	$922	19	29	M	Single	33	Own	1	Skilled	Low
Furniture	$0	$180	5	2	F	Divorced	22	Rent	3	Unskilled	Low
Used Car	$0	$701	22	108	M	Single	35	Own	4	Management	Low
Small Appliance	$0	$296	16	8	M	Single	30	Own	2	Skilled	Low
Small Appliance	$887	$519	7	42	M	Married	27	Own	3	Unskilled	Low
Business	$0	$800	49	2	F	Divorced	23	Rent	4	Skilled	High
Furniture	$0	$736	13	6	F	Divorced	19	Rent	4	Skilled	High
Small Appliance	$0	$11,838	7	70	M	Single	44	Own	4	Unskilled	Low
Small Appliance	$0	$364	5	35	M	Single	41	Own	1	Unskilled	Low
New Car	$18,408	$212	13	9	F	Divorced	35	Own	2	Skilled	Low
New Car	$497	$888	16	3	F	Divorced	25	Rent	1	Unemployed	High
Used Car	$0	$999	25	0	M	Single	28	Other	2	Management	Low
Small Appliance	$946	$0	16	83	M	Single	34	Own	2	Skilled	Low
Business	$986	$578	28	1	F	Divorced	31	Own	1	Skilled	Low
Education	$8,122	$136	22	4	M	Divorced	32	Rent	1	Skilled	High
Furniture	$0	$734	37	111	M	Single	41	Own	2	Skilled	High
Business	$778	$861	49	21	M	Single	22	Own	2	Skilled	High
Other	$645	$855	25	17	M	Single	28	Own	3	Management	High
Furniture	$0	$4,486	10	3	F	Divorced	21	Rent	4	Skilled	Low
New Car	$682	$2,017	37	85	M	Single	41	Own	4	Management	High
New Car	$19,812	$0	25	37	M	Single	36	Own	2	Unskilled	High
Business	$0	$500	25	1	M	Single	26	Own	2	Skilled	High
Used Car	$0	$859	31	89	M	Single	37	Other	4	Management	Low
Business	$859	$3,305	25	26	M	Single	35	Rent	4	Management	Low
Small Appliance	$0	$1,218	13	38	M	Single	34	Own	1	Skilled	Low
New Car	$0	$9,016	49	22	M	Single	43	Other	2	Skilled	High
New Car	$0	$11,587	22	46	F	Divorced	30	Own	2	Management	Low
Furniture	$0	$8,944	25	66	M	Single	31	Rent	3	Skilled	Low
Repairs	$0	$807	25	75	M	Single	43	Other	4	Skilled	Low
Small Appliance	$0	$867	31	27	F	Divorced	24	Own	2	Skilled	Low
Small Appliance	$795	$16,804	49	40	M	Single	26	Own	2	Skilled	High
Furniture	$0	$347	16	5	F	Divorced	45	Rent	1	Skilled	Low
Furniture	$0	$836	16	4	M	Single	26	Own	3	Unskilled	Low
Furniture	$0	$142	7	53	F	Divorced	48	Own	1	Skilled	Low
Furniture	$0	$169	19	6	M	Single	43	Own	3	Skilled	High
Other	$852	$3,613	61	83	F	Divorced	59	Other	4	Management	High
Education	$0	$403	7	5	F	Divorced	55	Own	2	Skilled	Low
Small Appliance	$0	$836	25	0	M	Single	29	Own	2	Management	High
New Car	$425	$0	19	7	F	Divorced	32	Own	2	Skilled	High
Business	$0	$11,481	25	18	M	Single	53	Own	3	Management	High
Business	$0	$3,285	7	21	M	Single	33	Own	2	Unskilled	Low
Education	$0	$164	13	65	F	Divorced	56	Other	4	Unskilled	Low
New Car	$11,072	$891	61	17	M	Single	33	Other	4	Skilled	Low
Used Car	$0	$0	37	49	M	Single	46	Other	4	Skilled	High
Used Car	$219	$841	43	0	M	Single	54	Other	2	Management	Low
New Car	$8,060	$607	19	71	F	Divorced	22	Own	2	Management	Low
New Car	$0	$486	12	22	M	Single	35	Rent	2	Skilled	Low
New Car	$0	$108	25	52	M	Single	46	Own	4	Unskilled	High
Small Appliance	$0	$0	43	28	F	Divorced	29	Own	3	Management	High
New Car	$0	$113	25	31	F	Divorced	22	Rent	4	Skilled	High
New Car	$1,613	$0	25	118	M	Married	53	Own	4	Skilled	Low
Furniture	$757	$208	25	36	M	Divorced	42	Own	3	Skilled	High
Retraining	$0	$603	13	35	M	Married	20	Rent	4	Skilled	High
New Car	$0	$343	19	22	F	Divorced	35	Own	3	Skilled	Low
Education	$977	$463	10	61	F	Divorced	33	Own	3	Management	High
Education	$197	$0	37	17	M	Married	26	Own	2	Skilled	Low
Furniture	$0	$299	19	11	M	Single	46	Other	4	Skilled	Low
New Car	$0	$490	13	15	F	Divorced	28	Own	2	Skilled	High
Small Appliance	$0	$6,628	37	65	M	Single	38	Own	4	Skilled	Low
Business	$0	$859	19	23	M	Single	35	Own	2	Skilled	High
New Car	$0	$750	13	14	M	Single	47	Own	4	Skilled	High
Small Appliance	$256	$954	10	13	M	Single	23	Own	3	Skilled	Low
New Car	$296	$591	37	103	M	Single	56	Other	4	Skilled	High
Furniture	$0	$13,970	13	24	F	Divorced	28	Rent	4	Unskilled	High
New Car	$0	$857	11	34	M	Single	48	Own	3	Skilled	Low
Furniture	$0	$5,857	19	20	M	Single	27	Own	2	Skilled	Low
Small Appliance	$298	$3,326	73	15	M	Married	23	Own	2	Skilled	High
Small Appliance	$0	$726	19	7	F	Divorced	24	Rent	4	Skilled	High
Furniture	$8,636	$214	11	3	F	Divorced	22	Own	2	Skilled	Low
New Car	$0	$207	13	119	M	Single	42	Rent	4	Skilled	High
New Car	$0	$713	13	29	M	Single	25	Own	2	Skilled	High
New Car	$19,766	$2,141	11	54	F	Divorced	47	Other	4	Unskilled	High
New Car	$0	$483	19	90	F	Divorced	32	Rent	4	Skilled	High
New Car	$0	$127	7	13	M	Single	25	Rent	3	Skilled	Low
Furniture	$0	$367	37	22	M	Single	36	Own	2	Skilled	Low
Small Appliance	$0	$813	43	28	M	Single	25	Own	2	Skilled	High
Furniture	$4,089	$0	7	14	M	Married	26	Own	2	Skilled	Low
New Car	$0	$102	7	0	F	Divorced	53	Own	4	Unemployed	Low
Repairs	$271	$759	19	0	F	Divorced	66	Own	4	Skilled	Low
New Car	$949	$0	49	36	F	Divorced	23	Own	2	Skilled	Low
Small Appliance	$0	$503	13	62	M	Single	25	Own	2	Skilled	Low
Small Appliance	$911	$823	46	4	M	Single	24	Own	2	Unskilled	High
New Car	$0	$693	19	28	M	Single	31	Other	4	Unskilled	High
Used Car	$0	$973	49	81	F	Divorced	57	Other	4	Unskilled	High
New Car	$0	$648	15	57	M	Divorced	44	Own	4	Management	High
Other	$0	$523	37	0	M	Divorced	42	Own	3	Management	Low
Used Car	$271	$7,090	25	2	F	Divorced	27	Rent	4	Skilled	High
Small Appliance	$0	$596	13	67	M	Single	51	Own	4	Skilled	Low
Used Car	$0	$904	49	119	M	Single	23	Other	4	Skilled	High
New Car	$0	$541	19	13	M	Single	31	Own	2	Skilled	High
Furniture	$0	$154	37	2	F	Divorced	22	Rent	4	Skilled	High
New Car	$4,802	$0	37	12	M	Single	35	Own	4	Skilled	Low
Business	$177	$0	49	9	M	Single	37	Other	4	Skilled	Low
Small Appliance	$0	$337	25	107	M	Single	35	Own	1	Management	Low
New Car	$0	$716	19	33	M	Single	30	Own	2	Skilled	High
Education	$996	$837	49	83	M	Single	49	Other	4	Skilled	High
Education	$705	$0	25	24	F	Divorced	32	Own	2	Skilled	Low
Furniture	$0	$7,710	25	114	M	Single	52	Own	4	Skilled	Low
New Car	$0	$531	13	5	M	Single	45	Own	2	Skilled	High
Small Appliance	$5,960	$129	13	16	M	Married	23	Own	1	Skilled	Low
Furniture	$0	$941	13	111	M	Single	41	Own	4	Skilled	Low
Furniture	$759	$596	10	18	F	Divorced	28	Own	2	Skilled	High
Furniture	$0	$987	37	101	M	Single	30	Own	4	Skilled	High
Small Appliance	$651	$0	37	102	M	Single	50	Own	2	Skilled	Low
Business	$257	$460	49	75	F	Divorced