Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5. Loan Purpose Checking Repairs Savings Months Customer Employed Months 0 900 25 4 Click the icon to view the table of classified records. D 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.)

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Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5.
Loan Purpose Checking
Repairs
Savings
Months
Customer Employed
Months
0
900
25
4
Click the icon to view the table of classified records.
D
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.)
Transcribed Image Text:Use the given data to classify the record below using the k-NN algorithm for k = 1 to 5. Loan Purpose Checking Repairs Savings Months Customer Employed Months 0 900 25 4 Click the icon to view the table of classified records. D 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.)
Months
Months
Credit
Loan Purpose Checking Savings Customer
New Car
0
389
Education
963
4754
New Car
0
229
New Car
708
683
Furniture
101
3871
Small Appliance
0
407
New Car
580
0
Small Appliance
0
656
Repairs
0
626
Small Appliance
303
899
Small Appliance
0
576
New Car
0
116
Used Car
0
609
Large Appliance
0
409
Furniture
0
0
Other
0
0
Furniture
192
199
New Car
0
500
Used Car
0
260
Small Appliance
0
643
Used Car
0
6345
Small Appliance
0
861
New Car
0
470
Business
0
406
New Car
0
771
New Car
624
785
New Car
0
9125
New Car
2641
0
Used Car
0
701
New Car
682
2017
Small Appliance
0
1218
Small Appliance
0
867
Education
0
164
New Car
8060
607
Small Appliance
0
6628
Business
0
859
Furniture
0
13970
Furniture
0
5857
Small Appliance
0
726
Repairs
271
759
New Car
0
693
Small Appliance
0
337
Small Appliance
242
0
Small Appliance
0
148
Used Car
2472
0
Business
898
177
Furniture
0
991
Furniture
0
815
New Car
0
770
New Car
0
579
27222211221227222222222222222222222222222221222
19
40
13
13
13
13
37
43
13
49
37
49
13
25
25
28
25
19
25
13
13
6
25
37
13
13
37
13
31
13
19
37
19
13
19
19
19
19
25
19
43
37
19
37
220352050314052757202703002FOEONETEN22102002TOMEMO
Employed Risk
119
High
Low
16
Low
Low
High
Low
8
High
85
Low
Low
High
Low
High
6
Low
High
94
Low
High
High
High
78
Low
6
Low
19
Low
High
Low
Low
High
9
Low
High
Low
Low
85
High
38
Low
Low
65
Low
Low
65
Low
High
High
Low
High
Low
28
High
Low
6
Low
High
Low
High
High
High
High
Low
Transcribed Image Text:Months Months Credit Loan Purpose Checking Savings Customer New Car 0 389 Education 963 4754 New Car 0 229 New Car 708 683 Furniture 101 3871 Small Appliance 0 407 New Car 580 0 Small Appliance 0 656 Repairs 0 626 Small Appliance 303 899 Small Appliance 0 576 New Car 0 116 Used Car 0 609 Large Appliance 0 409 Furniture 0 0 Other 0 0 Furniture 192 199 New Car 0 500 Used Car 0 260 Small Appliance 0 643 Used Car 0 6345 Small Appliance 0 861 New Car 0 470 Business 0 406 New Car 0 771 New Car 624 785 New Car 0 9125 New Car 2641 0 Used Car 0 701 New Car 682 2017 Small Appliance 0 1218 Small Appliance 0 867 Education 0 164 New Car 8060 607 Small Appliance 0 6628 Business 0 859 Furniture 0 13970 Furniture 0 5857 Small Appliance 0 726 Repairs 271 759 New Car 0 693 Small Appliance 0 337 Small Appliance 242 0 Small Appliance 0 148 Used Car 2472 0 Business 898 177 Furniture 0 991 Furniture 0 815 New Car 0 770 New Car 0 579 27222211221227222222222222222222222222222221222 19 40 13 13 13 13 37 43 13 49 37 49 13 25 25 28 25 19 25 13 13 6 25 37 13 13 37 13 31 13 19 37 19 13 19 19 19 19 25 19 43 37 19 37 220352050314052757202703002FOEONETEN22102002TOMEMO Employed Risk 119 High Low 16 Low Low High Low 8 High 85 Low Low High Low High 6 Low High 94 Low High High High 78 Low 6 Low 19 Low High Low Low High 9 Low High Low Low 85 High 38 Low Low 65 Low Low 65 Low High High Low High Low 28 High Low 6 Low High Low High High High High Low
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