Use the k-NN algorithm to classify new data in the Excel file Modified Credit Approval Decisions using only credit score and years of credit history as input variables.

Use k=1.

Modified Credit Approval Decisions
Homeowner	Credit Score	Years of Credit History	Revolving Balance	Revolving Utilization	Decision
1	725	20	$ 11,320	25%	1
1	573	9	$ 7,200	70%	0
1	677	11	$ 20,000	55%	1
0	625	15	$ 12,800	65%	0
0	527	12	$ 5,700	75%	0
1	795	22	$ 9,000	12%	1
0	733	7	$ 35,200	20%	1
0	620	5	$ 22,800	62%	0
1	591	17	$ 16,500	50%	0
1	660	24	$ 9,200	35%	1
1	700	19	$ 22,000	18%	1
1	500	16	$ 12,500	83%	0
1	565	6	$ 7,700	70%	0
0	620	3	$ 37,400	87%	0
1	774	13	$ 6,100	7%	1
1	802	10	$ 10,500	5%	1
0	640	7	$ 17,300	59%	0
0	523	14	$ 27,000	79%	0
1	811	20	$ 13,400	3%	1
0	763	2	$ 11,200	70%	0
0	555	4	$ 2,500	100%	0
0	617	9	$ 8,400	34%	0
1	642	13	$ 16,000	25%	1
0	688	3	$ 3,300	11%	1
1	649	12	$ 7,500	5%	1
1	695	15	$ 20,300	22%	1
1	701	9	$ 11,700	15%	1
0	635	7	$ 29,100	85%	0
0	507	2	$ 2,000	100%	0
1	677	12	$ 7,600	9%	1
0	485	5	$ 1,000	80%	0
0	582	3	$ 8,500	65%	0
1	699	17	$ 12,800	27%	1
1	703	22	$ 10,000	20%	1
0	585	18	$ 31,000	78%	0
1	620	8	$ 16,200	55%	0
1	695	16	$ 9,700	11%	1
1	774	13	$ 6,100	7%	1
1	802	10	$ 10,500	5%	1
0	640	7	$ 17,300	59%	0
0	536	14	$ 27,000	79%	0
1	801	20	$ 13,400	3%	1
0	760	2	$ 11,200	70%	0
0	567	4	$ 2,200	95%	0
0	600	10	$ 12,050	81%	0
1	702	11	$ 11,700	15%	1
1	636	8	$ 29,100	85%	0
0	509	3	$ 2,000	100%	0
0	595	18	$ 29,000	78%	0
1	733	15	$ 13,000	24%	1
New Data to Classify
Homeowner	Credit Score	Years of Credit History	Revolving Balance	Revolving Utilization	Decision
1	700	8	$21,000	15%
0	520	1	$4,000	90%
1	650	10	$8,500.00	25%
0	602	7	$16,300.00	70%
0	549	2	$2,500.00	90%
1	742	15	$16,700.00	18%