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 (Round to four decimal places as needed.) The distance should be in number such as of for example: 0.9589

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Question

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

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