Question: Based on ch 10. Use the k-NN algorithm to classify the new record using only Checking, Savings, Months Customer, and Months Employed for k=1 to

Based on ch 10. Use the k-NN algorithm to classify the new record using only Checking, Savings, Months Customer, and Months Employed for k=1 to 5.

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Credit Risk Data
Record Loan Purpose Checking Savings Months Customer Months Employed Gender Marital Status Age Housing Years Job Credit Risk
1 Small Appliance $0 $739 13 12 M Single 23 Own 3 Unskilled Low
2 Furniture $0 $1,230 25 0 M Divorced 32 Own 1 Skilled High
3 New Car $0 $389 19 119 M Single 38 Own 4 Management High
4 Furniture $638 $347 13 14 M Single 36 Own 2 Unskilled High
5 Education $963 $4,754 40 45 M Single 31 Rent 3 Skilled Low
6 Furniture $2,827 $0 11 13 M Married 25 Own 1 Skilled Low
7 New Car $0 $229 13 16 M Married 26 Own 3 Unskilled Low
8 Business $0 $533 14 2 M Single 27 Own 1 Unskilled Low
9 Small Appliance $6,509 $493 37 9 M Single 25 Own 2 Skilled High
10 Small Appliance $966 $0 25 4 F Divorced 43 Own 1 Skilled High
11 Business $0 $989 49 0 M Single 32 Rent 2 Management High
12 New Car $0 $3,305 11 15 M Single 34 Rent 2 Unskilled Low
13 Business $322 $578 10 14 M Married 26 Own 1 Skilled Low
14 New Car $0 $821 25 63 M Single 44 Own 1 Skilled High
15 New Car $396 $228 13 26 M Single 46 Own 3 Unskilled Low
16 Used Car $0 $129 31 8 M Divorced 39 Own 4 Management Low
17 Furniture $652 $732 49 4 F Divorced 25 Own 2 Skilled High
18 New Car $708 $683 13 33 M Single 31 Own 2 Skilled Low
19 Repairs $207 $0 28 116 M Single 47 Own 4 Skilled Low
20 Education $287 $12,348 7 2 F Divorced 23 Rent 2 Skilled High
21 Furniture $0 $17,545 34 16 F Divorced 22 Own 4 Skilled High
22 Furniture $101 $3,871 13 5 F Divorced 26 Rent 4 Skilled High
23 Furniture $0 $0 25 23 M Married 19 Own 4 Skilled High
24 Furniture $0 $485 37 23 F Divorced 27 Own 2 Management High
25 New Car $0 $10,723 11 15 M Single 39 Rent 2 Unskilled Low
26 Business $141 $245 22 33 M Single 26 Own 3 Skilled Low
27 Used Car $0 $0 19 58 M Single 50 Other 4 Skilled High
28 Used Car $2,484 $0 49 46 M Single 34 Other 1 Skilled Low
29 Small Appliance $237 $236 37 24 M Single 23 Rent 4 Skilled Low
30 Small Appliance $0 $485 19 12 M Single 23 Own 2 Skilled Low
31 Education $335 $1,708 37 7 M Single 46 Other 4 Skilled High
32 Small Appliance $3,565 $0 31 32 M Single 35 Own 3 Skilled Low
33 Small Appliance $0 $407 13 2 F Divorced 28 Own 2 Skilled Low
34 Business $16,647 $895 16 34 M Single 25 Rent 4 Skilled Low
35 Business $0 $150 49 46 F Divorced 36 Rent 4 Skilled High
36 Small Appliance $0 $490 5 41 M Single 41 Own 1 Unskilled Low
37 Furniture $0 $162 25 1 M Divorced 54 Own 1 Skilled High
38 Small Appliance $940 $715 9 40 F Divorced 43 Own 2 Unskilled Low
39 Small Appliance $0 $323 49 42 M Married 33 Own 1 Skilled High
40 New Car $0 $128 13 74 M Single 34 Own 3 Skilled High
41 Other $218 $0 49 0 M Single 39 Other 4 Unemployed Low
42 Used Car $0 $109 25 26 M Single 34 Own 3 Unskilled Low
43 Small Appliance $16,935 $189 37 60 M Single 30 Own 2 Skilled Low
44 Furniture $664 $537 31 33 M Single 48 Own 2 Skilled High
45 Furniture $150 $6,520 12 1 F Divorced 19 Own 1 Skilled Low
46 Small Appliance $0 $138 7 119 M Married 29 Rent 2 Skilled Low
47 Furniture $216 $0 19 3 F Divorced 26 Rent 3 Skilled High
48 New Car $0 $660 17 75 M Single 42 Rent 4 Skilled High
49 Business $0 $724 25 8 M Single 30 Rent 2 Skilled High
50 Small Appliance $0 $897 19 5 M Married 38 Own 4 Skilled Low
51 Small Appliance $265 $947 25 5 M Married 21 Own 1 Skilled High
52 Furniture $4,256 $0 16 36 F Divorced 32 Rent 4 Unskilled Low
53 Business $870 $917 28 6 M Single 35 Own 2 Skilled High
54 New Car $162 $595 22 10 M Divorced 46 Own 4 Skilled Low
55 Used Car $0 $789 25 28 M Single 37 Own 3 Management Low
56 Education $0 $0 37 114 M Single 39 Own 4 Management High
57 Furniture $0 $746 13 16 F Divorced 29 Own 3 Skilled Low
58 New Car $461 $140 19 32 M Single 27 Rent 3 Unskilled Low
59 New Car $0 $659 19 5 F Divorced 22 Rent 3 Skilled High
60 Furniture $0 $717 37 60 M Single 40 Own 2 Skilled High
61 New Car $0 $667 29 10 M Single 44 Own 2 Unskilled High
62 New Car $580 $0 11 8 M Single 26 Own 4 Unskilled High
63 Small Appliance $0 $763 13 46 F Divorced 57 Own 3 Unskilled Low
64 New Car $0 $1,366 19 17 M Single 34 Own 4 Unskilled Low
65 Small Appliance $0 $552 25 4 M Married 47 Own 4 Skilled High
66 Small Appliance $0 $14,643 16 115 M Single 46 Own 3 Skilled Low
67 Business $758 $2,665 13 31 M Single 38 Own 4 Unskilled Low
68 Used Car $399 $0 31 0 F Divorced 52 Own 1 Management High
69 Furniture $513 $442 7 0 M Single 34 Own 1 Management Low
70 Furniture $0 $8,357 25 5 M Single 29 Other 4 Skilled High
71 New Car $0 $0 22 9 M Single 39 Own 2 Unskilled High
72 Small Appliance $565 $863 10 81 M Single 36 Own 4 Unskilled Low
73 Business $0 $322 28 28 M Single 25 Own 4 Skilled Low
74 Furniture $0 $800 13 69 M Single 59 Own 3 Skilled High
75 Small Appliance $0 $656 37 85 M Single 27 Own 2 Skilled Low
76 New Car $166 $922 13 2 F Divorced 24 Rent 1 Skilled High
77 Business $9,783 $885 13 3 F Divorced 25 Own 1 Unemployed High
78 Business $674 $2,886 49 32 M Single 29 Own 2 Skilled Low
79 Repairs $0 $626 43 0 M Single 64 Own 4 Unemployed Low
80 Business $15,328 $0 25 9 M Single 31 Own 4 Skilled Low
81 New Car $0 $904 12 6 M Single 38 Own 4 Unskilled Low
82 Education $713 $784 61 17 M Single 41 Other 4 Skilled High
83 New Car $0 $806 19 3 F Divorced 22 Own 2 Unskilled High
84 Education $0 $3,281 19 20 F Divorced 29 Own 2 Skilled High
85 New Car $0 $759 16 59 M Single 32 Rent 3 Skilled High
86 Small Appliance $0 $680 25 3 F Divorced 34 Own 4 Skilled High
87 Used Car $0 $104 37 25 M Single 23 Own 4 Skilled High
88 Small Appliance $303 $899 13 3 M Single 21 Own 1 Skilled High
89 Small Appliance $900 $1,732 37 11 F Divorced 49 Other 4 Skilled High
90 Furniture $0 $706 31 14 M Divorced 31 Own 2 Skilled Low
91 Education $1,257 $0 10 65 F Divorced 40 Rent 4 Unskilled Low
92 Small Appliance $0 $576 7 14 F Divorced 28 Own 1 Skilled Low
93 Repairs $273 $904 7 2 M Married 21 Own 1 Unskilled Low
94 Business $522 $194 25 79 M Divorced 30 Own 4 Skilled High
95 Small Appliance $0 $710 25 1 F Divorced 37 Own 3 Skilled Low
96 Small Appliance $0 $5,564 25 93 M Single 33 Own 2 Skilled Low
97 Small Appliance $0 $192 46 13 M Single 22 Other 4 Skilled High
98 New Car $0 $637 13 21 F Divorced 23 Own 2 Unskilled High
99 Small Appliance $514 $405 49 13 F Divorced 21 Own 2 Skilled High
100 Furniture $457 $318 19 108 M Single 40 Own 1 Skilled Low
101 Small Appliance $5,133 $698 19 14 M Single 36 Own 2 Skilled High
102 New Car $0 $369 10 16 M Single 29 Own 1 Skilled Low
103 Retraining $644 $0 13 88 M Single 37 Own 4 Skilled Low
104 Furniture $305 $492 19 1 F Divorced 26 Own 1 Skilled Low
105 New Car $9,621 $308 25 41 M Single 37 Other 3 Skilled High
106 Education $0 $127 13 22 M Single 39 Rent 4 Unskilled High
107 Business $0 $565 19 14 M Married 27 Own 2 Skilled High
108 Furniture $0 $12,632 16 9 F Divorced 19 Rent 4 Skilled Low
109 New Car $0 $116 49 45 M Single 45 Other 4 Skilled High
110 Used Car $0 $178 13 89 M Single 34 Other 4 Skilled High
111 Small Appliance $6,851 $901 13 21 F Divorced 43 Rent 2 Unskilled Low
112 Furniture $13,496 $650 19 20 M Single 33 Own 1 Unskilled High
113 Business $509 $241 25 14 M Single 35 Own 4 Unskilled High
114 Used Car $0 $609 37 6 M Single 31 Other 2 Management Low
115 Furniture $19,155 $131 25 24 M Single 25 Own 2 Skilled Low
116 Furniture $0 $544 19 15 F Divorced 27 Own 2 Skilled Low
117 Small Appliance $0 $10,853 25 81 F Divorced 56 Rent 4 Management Low
118 Used Car $374 $0 25 14 M Single 45 Own 4 Management Low
119 Large Appliance $0 $409 49 15 M Single 53 Own 4 Skilled High
120 Furniture $828 $391 9 12 F Divorced 23 Own 4 Skilled High
121 Furniture $0 $322 13 9 F Divorced 25 Own 1 Skilled Low
122 Small Appliance $829 $583 7 18 F Divorced 63 Own 3 Skilled Low
123 Small Appliance $0 $12,242 25 53 M Single 34 Own 2 Skilled High
124 Furniture $0 $479 19 0 M Single 24 Own 1 Unemployed High
125 New Car $939 $496 19 56 M Single 35 Own 4 Skilled High
126 New Car $0 $466 25 42 M Single 30 Own 3 Skilled High
127 New Car $889 $1,583 37 79 M Single 29 Other 3 Skilled Low
128 Furniture $876 $1,533 31 21 F Divorced 20 Rent 4 Skilled High
129 Small Appliance $893 $0 16 94 M Single 49 Own 4 Skilled Low
130 Business $12,760 $4,873 13 73 M Single 56 Rent 4 Unskilled Low
131 Furniture $0 $0 13 94 M Single 48 Rent 4 Skilled Low
132 Small Appliance $0 $717 22 10 F Divorced 24 Own 2 Skilled High
133 Small Appliance $959 $7,876 28 20 M Single 22 Own 2 Unskilled High
134 Small Appliance $0 $4,449 25 87 M Single 30 Own 4 Skilled High
135 Other $0 $0 25 54 M Single 39 Own 3 Management High
136 Business $0 $104 25 23 M Married 20 Own 2 Unskilled Low
137 Repairs $0 $897 19 2 F Divorced 22 Own 4 Skilled High
138 New Car $698 $4,033 16 20 M Married 24 Rent 2 Skilled High
139 Furniture $0 $945 13 6 M Divorced 41 Own 1 Skilled Low
140 Furniture $0 $836 25 99 M Single 32 Own 4 Skilled Low
141 Small Appliance $0 $325 19 13 F Divorced 23 Own 2 Skilled High
142 Small Appliance $12,974 $19,568 13 7 F Divorced 41 Rent 3 Skilled Low
143 Furniture $0 $803 13 89 M Single 52 Other 4 Management High
144 Small Appliance $317 $10,980 13 17 M Single 65 Own 3 Unskilled High
145 Business $0 $265 13 10 F Divorced 26 Own 2 Skilled Low
146 Repairs $0 $609 31 3 M Divorced 33 Own 1 Unskilled High
147 Small Appliance $0 $1,851 12 0 F Divorced 56 Own 4 Unskilled Low
148 Furniture $192 $199 25 5 F Divorced 24 Own 4 Unskilled High
149 New Car $0 $500 28 7 F Divorced 20 Rent 3 Skilled High
150 New Car $0 $509 16 3 M Single 35 Own 3 Skilled Low
151 Used Car $0 $270 25 25 M Single 34 Own 3 Skilled Low
152 New Car $0 $457 13 63 M Single 38 Own 4 Management Low
153 Used Car $0 $260 25 78 M Single 34 Own 4 Management Low
154 New Car $942 $3,036 25 36 M Single 37 Own 3 Skilled Low
155 Small Appliance $0 $643 19 6 M Single 31 Other 2 Management Low
156 New Car $3,329 $0 19 15 M Single 67 Rent 4 Skilled High
157 Used Car $0 $6,345 25 19 M Single 26 Own 2 Skilled Low
158 Education $0 $922 37 9 F Divorced 24 Own 2 Management High
159 Furniture $0 $909 25 3 M Single 21 Other 1 Skilled Low
160 Large Appliance $0 $775 19 8 M Married 46 Own 3 Unskilled High
161 Furniture $0 $979 25 48 M Single 22 Rent 4 Skilled High
162 Furniture $0 $948 19 2 F Divorced 20 Rent 4 Skilled Low
163 Business $339 $2,790 22 55 M Divorced 60 Rent 2 Unskilled High
164 Used Car $0 $309 49 37 M Single 25 Own 3 Skilled Low
165 Small Appliance $0 $762 10 1 F Divorced 21 Rent 4 Skilled High
166 Small Appliance $0 $970 13 14 F Divorced 22 Own 1 Skilled Low
167 Used Car $105 $320 28 54 M Single 29 Own 2 Management Low
168 Small Appliance $0 $861 13 111 M Single 56 Own 4 Unskilled High
169 Repairs $216 $262 37 2 M Single 32 Rent 1 Unskilled High
170 Furniture $113 $692 11 14 M Divorced 30 Own 2 Unskilled Low
171 Used Car $109 $540 37 1 M Married 27 Rent 4 Management High
172 New Car $0 $470 13 0 F Divorced 37 Own 2 Unemployed Low
173 New Car $0 $192 7 2 M Single 39 Own 4 Unskilled Low
174 New Car $8,176 $12,230 7 5 M Married 26 Own 2 Unemployed Low
175 Repairs $0 $772 25 19 M Divorced 32 Own 2 Skilled Low
176 Furniture $468 $14,186 22 24 M Single 31 Own 2 Skilled Low
177 Used Car $7,885 $6,330 16 14 M Single 35 Own 2 Skilled Low
178 Small Appliance $0 $18,716 19 93 M Single 31 Own 3 Management Low
179 New Car $0 $886 22 96 M Single 64 Own 4 Skilled Low
180 Business $0 $750 37 2 M Divorced 27 Own 1 Skilled High
181 Small Appliance $0 $3,870 25 11 F Divorced 31 Own 2 Unskilled High
182 Small Appliance $0 $3,273 13 4 M Married 32 Own 3 Unskilled High
183 Business $0 $406 6 35 M Single 73 Own 4 Unskilled Low
184 Furniture $0 $461 13 48 F Divorced 30 Own 4 Unskilled Low
185 Furniture $0 $340 19 4 M Married 42 Own 1 Unskilled High
186 Small Appliance $0 $6,490 19 85 M Single 45 Own 4 Skilled Low
187 Small Appliance $734 $348 7 100 M Single 27 Own 4 Skilled Low
188 Furniture $0 $506 25 3 F Divorced 22 Rent 4 Unskilled High
189 Used Car $0 $14,717 28 7 M Single 26 Own 2 Skilled Low
190 Business $172 $0 25 36 M Single 33 Own 3 Skilled Low
191 New Car $644 $1,571 19 1 F Divorced 27 Own 3 Skilled High
192 New Car $0 $0 25 19 F Divorced 24 Rent 4 Skilled High
193 Furniture $617 $411 31 3 M Married 21 Own 1 Skilled Low
194 New Car $0 $544 25 0 F Divorced 28 Rent 4 Unemployed High
195 Small Appliance $586 $0 13 0 M Single 51 Own 1 Management High
196 Furniture $0 $835 19 42 F Divorced 21 Own 1 Skilled High
197 Small Appliance $0 $823 25 47 M Single 27 Own 2 Skilled Low
198 Business $0 $5,180 22 4 M Single 40 Own 2 Unskilled High
199 Small Appliance $0 $408 16 12 M Single 34 Other 4 Skilled Low
200 New Car $0 $821 48 5 F Divorced 34 Own 1 Unskilled Low
201 Education $522 $385 10 66 M Single 63 Own 4 Unskilled Low
202 New Car $585 $2,223 16 0 M Single 33 Own 2 Management High
203 New Car $5,588 $0 22 10 F Divorced 28 Own 4 Skilled High
204 New Car $0 $605 37 20 F Divorced 24 Own 2 Skilled High
205 Furniture $352 $7,525 13 4 F Divorced 18 Rent 4 Unskilled Low
206 Small Appliance $0 $3,529 14 0 F Divorced 63 Own 4 Skilled Low
207 Business $2,715 $1,435 49 14 M Divorced 37 Own 2 Skilled High
208 Other $560 $887 25 20 M Single 38 Own 3 Management High
209 Small Appliance $895 $243 13 4 M Married 22 Rent 1 Skilled High
210 New Car $305 $4,553 7 2 F Divorced 31 Own 1 Unskilled High
211 Small Appliance $0 $418 19 4 M Single 31 Own 2 Skilled Low
212 New Car $0 $771 25 0 M Single 42 Other 2 Skilled High
213 Furniture $0 $463 11 13 M Single 24 Rent 2 Unskilled High
214 Business $8,948 $110 31 90 M Single 65 Own 4 Management High
215 Used Car $0 $10,099 16 108 M Single 22 Rent 4 Skilled Low
216 Used Car $0 $13,428 7 0 F Divorced 22 Rent 2 Unemployed Low
217 Small Appliance $0 $208 13 23 M Single 51 Own 4 Skilled Low
218 Small Appliance $0 $552 13 15 F Divorced 23 Own 4 Unskilled High
219 Education $0 $3,105 16 19 F Divorced 30 Own 3 Skilled Low
220 Small Appliance $483 $415 19 6 M Married 32 Own 2 Skilled High
221 Large Appliance $0 $1,238 13 0 F Divorced 21 Own 3 Skilled High
222 Education $0 $238 13 2 F Divorced 52 Own 4 Skilled High
223 Furniture $0 $127 31 35 F Divorced 22 Rent 4 Skilled High
224 Business $663 $0 19 57 M Single 41 Own 2 Skilled Low
225 New Car $624 $785 37 9 F Divorced 53 Rent 2 Skilled Low
226 Repairs $0 $718 19 0 F Divorced 54 Other 4 Unemployed High
227 Furniture $0 $493 13 21 M Single 37 Own 3 Unskilled Low
228 Small Appliance $152 $757 49 45 M Single 27 Own 4 Skilled High
229 New Car $0 $9,125 13 24 F Divorced 25 Own 2 Skilled High
230 Small Appliance $0 $364 13 12 F Divorced 34 Own 2 Skilled Low
231 Business $498 $598 37 14 M Divorced 29 Own 2 Management High
232 New Car $0 $374 10 19 M Single 27 Own 3 Unskilled High
233 Small Appliance $156 $0 13 58 F Divorced 32 Own 3 Unskilled High
234 Used Car $1,336 $0 37 11 M Single 29 Own 2 Management Low
235 New Car $0 $508 13 3 M Single 32 Own 1 Unskilled High
236 Small Appliance $0 $956 25 4 F Divorced 28 Rent 2 Unskilled High
237 Furniture $0 $636 22 41 F Divorced 25 Rent 4 Unskilled Low
238 New Car $2,641 $0 13 71 F Divorced 51 Other 4 Management Low
239 Used Car $0 $1,519 40 74 M Single 44 Own 2 Management Low
240 Business $0 $922 19 29 M Single 33 Own 1 Skilled Low
241 Furniture $0 $180 5 2 F Divorced 22 Rent 3 Unskilled Low
242 Used Car $0 $701 22 108 M Single 35 Own 4 Management Low
243 Small Appliance $0 $296 16 8 M Single 30 Own 2 Skilled Low
244 Small Appliance $887 $519 7 42 M Married 27 Own 3 Unskilled Low
245 Business $0 $800 49 2 F Divorced 23 Rent 4 Skilled High
246 Furniture $0 $736 13 6 F Divorced 19 Rent 4 Skilled High
247 Small Appliance $0 $11,838 7 70 M Single 44 Own 4 Unskilled Low
248 Small Appliance $0 $364 5 35 M Single 41 Own 1 Unskilled Low
249 New Car $18,408 $212 13 9 F Divorced 35 Own 2 Skilled Low
250 New Car $497 $888 16 3 F Divorced 25 Rent 1 Unemployed High
251 Used Car $0 $999 25 0 M Single 28 Other 2 Management Low
252 Small Appliance $946 $0 16 83 M Single 34 Own 2 Skilled Low
253 Business $986 $578 28 1 F Divorced 31 Own 1 Skilled Low
254 Education $8,122 $136 22 4 M Divorced 32 Rent 1 Skilled High
255 Furniture $0 $734 37 111 M Single 41 Own 2 Skilled High
256 Business $778 $861 49 21 M Single 22 Own 2 Skilled High
257 Other $645 $855 25 17 M Single 28 Own 3 Management High
258 Furniture $0 $4,486 10 3 F Divorced 21 Rent 4 Skilled Low
259 New Car $682 $2,017 37 85 M Single 41 Own 4 Management High
260 New Car $19,812 $0 25 37 M Single 36 Own 2 Unskilled High
261 Business $0 $500 25 1 M Single 26 Own 2 Skilled High
262 Used Car $0 $859 31 89 M Single 37 Other 4 Management Low
263 Business $859 $3,305 25 26 M Single 35 Rent 4 Management Low
264 Small Appliance $0 $1,218 13 38 M Single 34 Own 1 Skilled Low
265 New Car $0 $9,016 49 22 M Single 43 Other 2 Skilled High
266 New Car $0 $11,587 22 46 F Divorced 30 Own 2 Management Low
267 Furniture $0 $8,944 25 66 M Single 31 Rent 3 Skilled Low
268 Repairs $0 $807 25 75 M Single 43 Other 4 Skilled Low
269 Small Appliance $0 $867 31 27 F Divorced 24 Own 2 Skilled Low
270 Small Appliance $795 $16,804 49 40 M Single 26 Own 2 Skilled High
271 Furniture $0 $347 16 5 F Divorced 45 Rent 1 Skilled Low
272 Furniture $0 $836 16 4 M Single 26 Own 3 Unskilled Low
273 Furniture $0 $142 7 53 F Divorced 48 Own 1 Skilled Low
274 Furniture $0 $169 19 6 M Single 43 Own 3 Skilled High
275 Other $852 $3,613 61 83 F Divorced 59 Other 4 Management High
276 Education $0 $403 7 5 F Divorced 55 Own 2 Skilled Low
277 Small Appliance $0 $836 25 0 M Single 29 Own 2 Management High
278 New Car $425 $0 19 7 F Divorced 32 Own 2 Skilled High
279 Business $0 $11,481 25 18 M Single 53 Own 3 Management High
280 Business $0 $3,285 7 21 M Single 33 Own 2 Unskilled Low
281 Education $0 $164 13 65 F Divorced 56 Other 4 Unskilled Low
282 New Car $11,072 $891 61 17 M Single 33 Other 4 Skilled Low
283 Used Car $0 $0 37 49 M Single 46 Other 4 Skilled High
284 Used Car $219 $841 43 0 M Single 54 Other 2 Management Low
285 New Car $8,060 $607 19 71 F Divorced 22 Own 2 Management Low
286 New Car $0 $486 12 22 M Single 35 Rent 2 Skilled Low
287 New Car $0 $108 25 52 M Single 46 Own 4 Unskilled High
288 Small Appliance $0 $0 43 28 F Divorced 29 Own 3 Management High
289 New Car $0 $113 25 31 F Divorced 22 Rent 4 Skilled High
290 New Car $1,613 $0 25 118 M Married 53 Own 4 Skilled Low
291 Furniture $757 $208 25 36 M Divorced 42 Own 3 Skilled High
292 Retraining $0 $603 13 35 M Married 20 Rent 4 Skilled High
293 New Car $0 $343 19 22 F Divorced 35 Own 3 Skilled Low
294 Education $977 $463 10 61 F Divorced 33 Own 3 Management High
295 Education $197 $0 37 17 M Married 26 Own 2 Skilled Low
296 Furniture $0 $299 19 11 M Single 46 Other 4 Skilled Low
297 New Car $0 $490 13 15 F Divorced 28 Own 2 Skilled High
298 Small Appliance $0 $6,628 37 65 M Single 38 Own 4 Skilled Low
299 Business $0 $859 19 23 M Single 35 Own 2 Skilled High
300 New Car $0 $750 13 14 M Single 47 Own 4 Skilled High
301 Small Appliance $256 $954 10 13 M Single 23 Own 3 Skilled Low
302 New Car $296 $591 37 103 M Single 56 Other 4 Skilled High
303 Furniture $0 $13,970 13 24 F Divorced 28 Rent 4 Unskilled High
304 New Car $0 $857 11 34 M Single 48 Own 3 Skilled Low
305 Furniture $0 $5,857 19 20 M Single 27 Own 2 Skilled Low
306 Small Appliance $298 $3,326 73 15 M Married 23 Own 2 Skilled High
307 Small Appliance $0 $726 19 7 F Divorced 24 Rent 4 Skilled High
308 Furniture $8,636 $214 11 3 F Divorced 22 Own 2 Skilled Low
309 New Car $0 $207 13 119 M Single 42 Rent 4 Skilled High
310 New Car $0 $713 13 29 M Single 25 Own 2 Skilled High
311 New Car $19,766 $2,141 11 54 F Divorced 47 Other 4 Unskilled High
312 New Car $0 $483 19 90 F Divorced 32 Rent 4 Skilled High
313 New Car $0 $127 7 13 M Single 25 Rent 3 Skilled Low
314 Furniture $0 $367 37 22 M Single 36 Own 2 Skilled Low
315 Small Appliance $0 $813 43 28 M Single 25 Own 2 Skilled High
316 Furniture $4,089 $0 7 14 M Married 26 Own 2 Skilled Low
317 New Car $0 $102 7 0 F Divorced 53 Own 4 Unemployed Low
318 Repairs $271 $759 19 0 F Divorced 66 Own 4 Skilled Low
319 New Car $949 $0 49 36 F Divorced 23 Own 2 Skilled Low
320 Small Appliance $0 $503 13 62 M Single 25 Own 2 Skilled Low
321 Small Appliance $911 $823 46 4 M Single 24 Own 2 Unskilled High
322 New Car $0 $693 19 28 M Single 31 Other 4 Unskilled High
323 Used Car $0 $973 49 81 F Divorced 57 Other 4 Unskilled High
324 New Car $0 $648 15 57 M Divorced 44 Own 4 Management High
325 Other $0 $523 37 0 M Divorced 42 Own 3 Management Low
326 Used Car $271 $7,090 25 2 F Divorced 27 Rent 4 Skilled High
327 Small Appliance $0 $596 13 67 M Single 51 Own 4 Skilled Low
328 Used Car $0 $904 49 119 M Single 23 Other 4 Skilled High
329 New Car $0 $541 19 13 M Single 31 Own 2 Skilled High
330 Furniture $0 $154 37 2 F Divorced 22 Rent 4 Skilled High
331 New Car $4,802 $0 37 12 M Single 35 Own 4 Skilled Low
332 Business $177 $0 49 9 M Single 37 Other 4 Skilled Low
333 Small Appliance $0 $337 25 107 M Single 35 Own 1 Management Low
334 New Car $0 $716 19 33 M Single 30 Own 2 Skilled High
335 Education $996 $837 49 83 M Single 49 Other 4 Skilled High
336 Education $705 $0 25 24 F Divorced 32 Own 2 Skilled Low
337 Furniture $0 $7,710 25 114 M Single 52 Own 4 Skilled Low
338 New Car $0 $531 13 5 M Single 45 Own 2 Skilled High
339 Small Appliance $5,960 $129 13 16 M Married 23 Own 1 Skilled Low
340 Furniture $0 $941 13 111 M Single 41 Own 4 Skilled Low
341 Furniture $759 $596 10 18 F Divorced 28 Own 2 Skilled High
342 Furniture $0 $987 37 101 M Single 30 Own 4 Skilled