Use the given data to classify the record below using the k-NN algorithm for k=1 to 5. Loan Purpose Checking Savings Months Customer Months Employed Business 500 800 15 20 Loan Purpose Checking Savings Months Customer Months Employed Credit Risk Business 0 533 14 2 Low Repairs 207 0 28 116 Low Furniture 101 3871 13 5 High Furniture 0 485 37 23 High Business 141 245 22 33 Low Used Car 2484 0 49 46 Low Small Appliance 0 323 49 42 High Used Car 0 109 25 26 Low Furniture 4256 0 16 36 Low Business 870 917 28 6 High New Car 162 595 22 10 Low New Car 0 659 19 5 High New Car 0 1366 19 17 Low Small Appliance 0 552 25 4 High Repairs 0 626 43 0 Low Furniture 828 391 9 12 High Small Appliance 317 10980 13 17 High Education 0 922 37 9 High Repairs 216 262 37 2 High New Car 0 470 13 0 Low New Car 8176 12230 7 5 Low Furniture 468 14186 22 24 Low Small Appliance 0 18716 19 93 Low Used Car 0 14717 28 7 Low New Car 0 0 25 19 High New Car 585 2223 16 0 High New Car 5588 0 22 10 High New Car 0 605 37 20 High Small Appliance 895 243 13 4 High Business 8948 110 31 90 High Used Car 0 10099 16 108 Low New Car 0 9125 13 24 High Small Appliance 795 16804 49 40 High Education 977 463 10 61 High Furniture 8636 214 11 3 Low New Car 949 0 49 36 Low New Car 0 693 19 28 High New Car 0 648 15 57 High Used Car 271 7090 25 2 High Used Car 0 904 49 119 High Small Appliance 5960 129 13 16 Low Furniture 0 987 37 101 High Education 842 0 37 9 Low Repairs 3111 0 13 27 Low Small Appliance 0 302 10 30 High Small Appliance 17366 0 16 21 High Business 929 124 9 1 Low Small Appliance 0 17124 13 95 Low Used Car 2472 0 37 41 Low New Car 193 2684 13 5 High Complete the table below for the nearest neighbors and for the classification of the new record for each value of k. The distance should be in number such as of for example: 0.9589, when solving the homework in table below k Distance Classification 1 enter your response here ▼ 2 enter your response here ▼ High Low Tie 3 enter your response here ▼ Low High Tie 4 ▼ Tie High Low 5 enter your response here ▼ High Low Tie (Round to four decimal places as needed.) The distance should be in number such as of for example: 0.9589
Use the given data to classify the record below using the k-NN algorithm for k=1 to 5.
|
Loan Purpose
|
Checking
|
Savings
|
Months
Customer
|
Months
Employed
|
|
|---|---|---|---|---|---|
|
Business
|
500
|
800
|
15
|
20
|
|
Loan Purpose |
Checking |
Savings |
Months Customer |
Months Employed |
Credit Risk |
|
Business |
0 |
533 |
14 |
2 |
Low |
|
Repairs |
207 |
0 |
28 |
116 |
Low |
|
Furniture |
101 |
3871 |
13 |
5 |
High |
|
Furniture |
0 |
485 |
37 |
23 |
High |
|
Business |
141 |
245 |
22 |
33 |
Low |
|
Used Car |
2484 |
0 |
49 |
46 |
Low |
|
Small Appliance |
0 |
323 |
49 |
42 |
High |
|
Used Car |
0 |
109 |
25 |
26 |
Low |
|
Furniture |
4256 |
0 |
16 |
36 |
Low |
|
Business |
870 |
917 |
28 |
6 |
High |
|
New Car |
162 |
595 |
22 |
10 |
Low |
|
New Car |
0 |
659 |
19 |
5 |
High |
|
New Car |
0 |
1366 |
19 |
17 |
Low |
|
Small Appliance |
0 |
552 |
25 |
4 |
High |
|
Repairs |
0 |
626 |
43 |
0 |
Low |
|
Furniture |
828 |
391 |
9 |
12 |
High |
|
Small Appliance |
317 |
10980 |
13 |
17 |
High |
|
Education |
0 |
922 |
37 |
9 |
High |
|
Repairs |
216 |
262 |
37 |
2 |
High |
|
New Car |
0 |
470 |
13 |
0 |
Low |
|
New Car |
8176 |
12230 |
7 |
5 |
Low |
|
Furniture |
468 |
14186 |
22 |
24 |
Low |
|
Small Appliance |
0 |
18716 |
19 |
93 |
Low |
|
Used Car |
0 |
14717 |
28 |
7 |
Low |
|
New Car |
0 |
0 |
25 |
19 |
High |
|
New Car |
585 |
2223 |
16 |
0 |
High |
|
New Car |
5588 |
0 |
22 |
10 |
High |
|
New Car |
0 |
605 |
37 |
20 |
High |
|
Small Appliance |
895 |
243 |
13 |
4 |
High |
|
Business |
8948 |
110 |
31 |
90 |
High |
|
Used Car |
0 |
10099 |
16 |
108 |
Low |
|
New Car |
0 |
9125 |
13 |
24 |
High |
|
Small Appliance |
795 |
16804 |
49 |
40 |
High |
|
Education |
977 |
463 |
10 |
61 |
High |
|
Furniture |
8636 |
214 |
11 |
3 |
Low |
|
New Car |
949 |
0 |
49 |
36 |
Low |
|
New Car |
0 |
693 |
19 |
28 |
High |
|
New Car |
0 |
648 |
15 |
57 |
High |
|
Used Car |
271 |
7090 |
25 |
2 |
High |
|
Used Car |
0 |
904 |
49 |
119 |
High |
|
Small Appliance |
5960 |
129 |
13 |
16 |
Low |
|
Furniture |
0 |
987 |
37 |
101 |
High |
|
Education |
842 |
0 |
37 |
9 |
Low |
|
Repairs |
3111 |
0 |
13 |
27 |
Low |
|
Small Appliance |
0 |
302 |
10 |
30 |
High |
|
Small Appliance |
17366 |
0 |
16 |
21 |
High |
|
Business |
929 |
124 |
9 |
1 |
Low |
|
Small Appliance |
0 |
17124 |
13 |
95 |
Low |
|
Used Car |
2472 |
0 |
37 |
41 |
Low |
|
New Car |
193 |
2684 |
13 |
5 |
High |
Complete the table below for the nearest neighbors and for the classification of the new record for each value of k.
The distance should be in number such as of for example: 0.9589, when solving the homework in table below
|
k
|
Distance
|
Classification
|
|---|---|---|
|
1
|
enter your response here
|
▼
|
|
2
|
enter your response here
|
▼
High
Low
Tie
|
|
3
|
enter your response here
|
▼
Low
High
Tie
|
|
4
|
▼
Tie
High
Low
|
|
|
5
|
enter your response here
|
▼
High
Low
Tie
|
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