Homework answers / question archive / The data set given in Table 1 is having variables namely, house price of unit area (Y), house age (X1), distance to nearest MRT station (X2), number of convenience stores (X3), latitude (X4), and longitude (X5)

The data set given in Table 1 is having variables namely, house price of unit area (Y), house age (X1), distance to nearest MRT station (X2), number of convenience stores (X3), latitude (X4), and longitude (X5)

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The data set given in Table 1 is having variables namely, house price of unit area (Y), house age (X1), distance to nearest MRT station (X2), number of convenience stores (X3), latitude (X4), and longitude (X5).
Table 1: Data Set
S.No.
X1
X2
X3
X4
X5
Y
1
6.4
90.45606
9
24.97433
121.5431
62.2
2
17.5
964.7496
4
24.98872
121.53411
38.2
3
12.7
170.1289
1
24.97371
121.52984
32.9
4
1.1
193.5845
6
24.96571
121.54089
54.4
5
0
208.3905
6
24.95618
121.53844
45.7
6
32.7
392.4459
6
24.96398
121.5425
30.5
7
0
292.9978
6
24.97744
121.54458
71
8
17.2
189.5181
8
24.97707
121.54308
47.1
9
12.2
1360.139
1
24.95204
121.54842
26.6
10
31.4
592.5006
2
24.9726
121.53561
34.1
11
4
2147.376
3
24.96299
121.51284
28.4
12
8.1
104.8101
5
24.96674
121.54067
51.6
13
33.3
196.6172
7
24.97701
121.54224
39.4
14
9.9
2102.427
3
24.96044
121.51462
23.1
15
14.8
393.2606
6
24.96172
121.53812
7.6
16
30.6
143.8383
8
24.98155
121.54142
53.3
17
20.6
737.9161
2
24.98092
121.54739
46.4
18
30.9
6396.283
1
24.94375
121.47883
12.2
19
13.6
4197.349
0
24.93885
121.50383
13
20
25.3
1583.722
3
24.96622
121.51709
30.6
21
16.6
289.3248
5
24.98203
121.54348
59.6
22
13.3
492.2313
5
24.96515
121.53737
31.3
23
13.6
492.2313
5
24.96515
121.53737
48
24
31.5
414.9476
4
24.98199
121.54464
32.5
25
0
185.4296
0
24.9711
121.5317
45.5
26
9.9
279.1726
7
24.97528
121.54541
57.4
27
1.1
193.5845
6
24.96571
121.54089
48.6
28
38.6
804.6897
4
24.97838
121.53477
62.9
29
3.8
383.8624
5
24.98085
121.54391
55
30
41.3
124.9912
6
24.96674
121.54039
60.7
31
38.5
216.8329
7
24.98086
121.54162
41
32
29.6
535.527
8
24.98092
121.53653
37.5
33
4
2147.376
3
24.96299
121.51284
30.7
34
26.6
482.7581
5
24.97433
121.53863
37.5
35
18
373.3937
8
24.9866
121.54082
39.5
36
33.4
186.9686
6
24.96604
121.54211
42.2
37
18.9
1009.235
0
24.96357
121.54951
20.8
38
11.4
390.5684
5
24.97937
121.54245
46.8
39
13.6
319.0708
6
24.96495
121.54277
47.4
40
10
942.4664
0
24.97843
121.52406
43.5
41
12.9
492.2313
5
24.96515
121.53737
42.5
42
16.2
289.3248
5
24.98203
121.54348
51.4
43
5.1
1559.827
3
24.97213
121.51627
28.9
44
19.8
640.6071
5
24.97017
121.54647
37.5
45
13.6
492.2313
5
24.96515
121.53737
40.1
46
11.9
1360.139
1
24.95204
121.54842
28.4
47
2.1
451.2438
5
24.97563
121.54694
45.5
48
0
185.4296
0
24.9711
121.5317
52.2
49
3.2
489.8821
8
24.97017
121.54494
43.2
50
16.4
3780.59
0
24.93293
121.51203
45.1
51
34.9
179.4538
8
24.97349
121.54245
39.7
52
35.8
170.7311
7
24.96719
121.54269
48.5
53
4.9
387.7721
9
24.98118
121.53788
44.7
54
12
1360.139
1
24.95204
121.54842
28.9
55
6.5
376.1709
6
24.95418
121.53713
40.9
56
16.9
4066.587
0
24.94297
121.50342
20.7
57
13.8
4082.015
0
24.94155
121.50381
15.6
58
30.7
1264.73
0
24.94883
121.52954
18.3
59
16.1
815.9314
4
24.97886
121.53464
35.6
60
11.6
390.5684
5
24.97937
121.54245
39.4
61
15.5
815.9314
4
24.97886
121.53464
37.4
62
3.5
49.66105
8
24.95836
121.53756
57.8
63
19.2
616.4004
3
24.97723
121.53767
39.6
64
16
4066.587
0
24.94297
121.50342
11.6
65
8.5
104.8101
5
24.96674
121.54067
55.5
66
0
185.4296
0
24.9711
121.5317
55.2
67
13.7
1236.564
1
24.97694
121.55391
30.6
68
0
292.9978
6
24.97744
121.54458
73.6
69
28.2
330.0854
8
24.97408
121.54011
43.4
70
27.6
515.1122
5
24.96299
121.5432
37.4
71
8.4
1962.628
1
24.95468
121.55481
23.5
72
24
4527.687
0
24.94741
121.49628
14.4
73
3.6
383.8624
5
24.98085
121.54391
58.8
74
6.6
90.45606
9
24.97433
121.5431
58.1
75
41.3
401.8807
4
24.98326
121.5446
35.1
76
4.3
432.0385
7
24.9805
121.53778
45.2
77
30.2
472.1745
3
24.97005
121.53758
36.5


78
13.9
4573.779
0
24.94867
121.49507
19.2
79
33
181.0766
9
24.97697
121.54262
42
80
13.1
1144.436
4
24.99176
121.53456
36.7
81
14
438.8513
1
24.97493
121.5273
42.6
82
26.9
4449.27
0
24.94898
121.49621
15.5
83
11.6
201.8939
8
24.98489
121.54121
55.9
84
13.5
2147.376
3
24.96299
121.51284
23.6
85
17
4082.015
0
24.94155
121.50381
18.8
86
14.1
2615.465
0
24.95495
121.56174
21.8
87
31.4
1447.286
3
24.97285
121.5173
21.5
88
20.9
2185.128
3
24.96322
121.51237
25.7
89
8.9
3078.176
0
24.95464
121.56627
22
90
34.8
190.0392
8
24.97707
121.54312
44.3
91
16.3
4066.587
0
24.94297
121.50342
20.5
92
35.3
616.5735
8
24.97945
121.53642
42.3
93
13.2
750.0704
2
24.97371
121.54951
37.8
94
43.8
57.58945
7
24.9675
121.54069
42.7
95
9.7
421.479
5
24.98246
121.54477
49.3
96
15.2
3771.895
0
24.93363
121.51158
29.3
97
15.2
461.1016
5
24.95425
121.5399
34.6
98
22.8
707.9067
2
24.981
121.54713
36.6
99
34.4
126.7286
8
24.96881
121.54089
48.2
100
34
157.6052
7
24.96628
121.54196
39.1