Datasets:
kheejay88
/
phone_price_classification_test

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id
int64
1
1k
battery_power
int64
500
2k
blue
int64
0
1
clock_speed
float64
0.5
3
dual_sim
int64
0
1
fc
int64
0
19
four_g
int64
0
1
int_memory
int64
2
64
m_dep
float64
0.1
1
mobile_wt
int64
80
200
n_cores
int64
1
8
pc
int64
0
20
px_height
int64
0
1.91k
px_width
int64
501
2k
ram
int64
263
3.99k
sc_h
int64
5
19
sc_w
int64
0
18
talk_time
int64
2
20
three_g
int64
0
1
touch_screen
int64
0
1
wifi
int64
0
1
1
1,043
1
1.8
1
14
0
5
0.1
193
3
16
226
1,412
3,476
12
7
2
0
1
0
2
841
1
0.5
1
4
1
61
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191
5
12
746
857
3,895
6
0
7
1
0
0
3
1,807
1
2.8
0
1
0
27
0.9
186
3
4
1,270
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17
10
10
0
1
1
4
1,546
0
0.5
1
18
1
25
0.5
96
8
20
295
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3,893
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0
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1
1
0
5
1,434
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1.4
0
11
1
49
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108
6
18
749
810
1,773
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8
7
1
0
1
6
1,464
1
2.9
1
5
1
50
0.8
198
8
9
569
939
3,506
10
7
3
1
1
1
7
1,718
0
2.4
0
1
0
47
1
156
2
3
1,283
1,374
3,873
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2
10
0
0
0
8
833
0
2.4
1
0
0
62
0.8
111
1
2
1,312
1,880
1,495
7
2
18
0
1
1
9
1,111
1
2.9
1
9
1
25
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101
5
19
556
876
3,485
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9
10
1
1
0
10
1,520
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0.5
0
1
0
25
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171
3
20
52
1,009
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6
0
5
1
0
1
11
1,500
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2.2
0
2
0
55
0.6
80
7
6
503
1,336
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7
20
0
1
0
12
1,343
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2.9
0
2
1
34
0.8
171
3
6
235
1,671
3,911
15
8
8
1
1
1
13
900
1
1.4
1
0
0
30
1
87
2
3
829
1,893
439
6
2
20
1
0
0
14
1,190
1
2.2
1
5
0
19
0.9
158
5
15
227
1,856
992
13
0
16
1
1
0
15
630
0
1.8
0
8
1
51
0.9
193
8
9
1,315
1,323
2,751
17
6
3
1
1
0
16
1,846
1
1
0
5
1
53
0.7
106
8
7
185
1,832
563
9
5
10
1
0
1
17
1,985
0
0.5
1
14
1
26
1
163
2
17
613
1,511
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13
3
14
1
1
0
18
1,042
0
2.9
0
5
1
48
0.2
186
4
15
335
532
2,187
9
2
5
1
0
0
19
1,231
1
1.7
1
2
1
37
0.2
194
2
3
82
1,771
3,902
19
12
15
1
0
1
20
1,488
0
2.6
0
9
0
37
0.7
189
4
20
47
559
2,524
5
0
6
0
0
0
21
968
0
0.6
0
8
1
7
0.7
151
1
17
504
1,930
1,357
15
1
16
1
1
0
22
529
0
2.6
1
1
0
60
0.5
101
5
5
521
1,591
3,456
13
11
9
0
1
0
23
1,558
0
1.7
1
7
0
50
0.1
115
2
10
777
1,587
1,641
17
0
9
0
1
1
24
533
1
0.7
1
16
0
58
0.8
97
5
18
512
1,111
2,322
17
3
2
0
1
0
25
1,037
0
1.7
1
1
0
5
0.7
125
3
6
1,194
1,321
3,862
17
4
7
1
1
0
26
1,025
0
1.6
1
6
1
43
0.7
122
3
16
1,003
1,306
557
15
10
14
1
1
1
27
1,858
0
3
1
0
0
17
0.6
124
4
1
575
1,200
2,427
16
11
13
1
1
0
28
980
0
0.5
0
1
0
8
0.1
91
5
5
54
658
625
17
3
7
0
1
1
29
644
1
0.5
1
9
0
15
0.2
139
5
10
627
630
3,836
10
9
10
1
0
1
30
1,024
1
1.6
1
0
1
38
0.8
81
2
0
129
1,048
854
11
3
10
1
0
0
31
1,981
0
2.9
1
2
1
11
0.3
184
8
13
876
1,408
2,383
11
2
18
1
0
0
32
1,380
0
2.6
1
15
1
56
0.5
187
8
16
501
643
926
9
5
7
1
0
0
33
1,557
1
1.7
1
1
0
32
0.3
152
7
11
1,407
1,633
3,048
17
11
7
1
0
0
34
1,201
1
2.2
1
10
0
49
0.8
175
4
20
722
992
824
18
13
9
1
0
0
35
1,074
1
1.2
0
0
0
45
0.8
193
3
6
1,219
1,904
874
11
7
2
1
0
0
36
1,175
1
2.1
0
3
0
33
0.9
124
6
8
119
1,777
1,617
5
3
7
0
0
1
37
1,280
0
0.9
1
4
1
8
0.6
96
6
5
753
1,557
3,309
17
16
8
1
0
1
38
1,715
0
0.6
1
1
1
28
0.4
112
6
16
162
847
1,786
19
2
12
1
0
1
39
1,165
0
0.9
0
4
0
40
0.9
150
2
11
313
528
3,128
13
0
14
1
0
0
40
567
0
2.6
0
0
0
2
0.2
87
4
1
181
566
2,243
16
6
10
0
1
1
41
1,952
1
1.4
0
2
0
47
0.8
190
2
10
1,416
1,892
994
9
5
17
0
1
1
42
822
1
1.4
1
2
0
43
0.3
189
8
7
645
851
2,749
13
4
16
1
0
1
43
685
1
0.5
1
0
0
12
0.5
121
6
15
79
633
793
5
4
11
0
0
1
44
1,388
1
0.6
1
12
1
17
0.6
174
5
19
153
972
324
14
0
3
1
0
0
45
1,972
0
2.1
0
2
0
48
0.6
188
3
14
480
748
366
5
3
17
1
1
0
46
1,411
1
1.7
0
9
1
57
0.5
80
7
17
700
1,234
1,228
17
3
7
1
1
0
47
1,094
0
2.3
1
2
0
20
0.9
135
1
5
221
610
1,413
7
0
16
0
1
1
48
1,653
0
0.7
1
1
1
13
0.5
114
4
15
1,585
1,896
2,617
16
4
18
1
1
1
49
916
0
2
1
9
0
33
0.7
142
7
20
65
1,867
1,798
11
5
5
1
1
0
50
1,712
0
0.8
0
1
0
29
0.3
149
7
6
556
816
2,693
7
1
5
1
1
0
51
882
1
0.9
1
13
0
32
0.8
103
8
14
224
764
2,437
17
14
15
0
1
1
52
632
0
1.2
0
6
1
33
0.5
101
2
10
705
992
837
16
4
3
1
0
0
53
1,442
1
0.5
1
0
0
56
0.4
165
3
3
709
1,695
2,815
6
0
8
0
1
1
54
900
0
1.9
0
11
0
47
0.2
150
8
14
97
663
1,440
14
2
4
1
1
1
55
1,630
1
0.6
1
4
0
20
0.9
153
7
10
1,131
1,360
3,470
17
6
4
1
1
0
56
1,596
1
1.4
1
6
0
24
0.3
174
5
15
359
1,022
1,251
18
15
2
1
1
1
57
1,272
1
0.5
0
9
1
54
0.6
133
8
11
1,813
1,871
3,181
10
6
14
1
0
1
58
1,640
0
2.5
1
1
0
7
0.2
135
4
2
839
1,788
1,361
9
1
7
0
1
1
59
1,111
0
1.4
1
10
0
15
0.5
198
7
14
550
666
1,630
13
5
2
1
0
1
60
1,889
1
2.9
0
15
0
25
0.3
90
2
17
443
755
3,689
9
6
2
1
0
1
61
1,907
1
1.1
1
1
0
22
0.1
80
8
4
502
1,113
3,586
11
2
6
1
0
1
62
529
0
2.5
1
5
0
56
0.3
139
4
6
130
647
3,942
10
0
7
0
0
1
63
578
0
0.5
0
3
1
38
0.7
121
6
5
19
667
1,431
5
0
7
1
0
0
64
1,634
1
2.3
1
2
1
39
0.4
164
1
7
386
636
2,167
12
0
20
1
1
1
65
1,533
1
1.2
1
1
1
22
0.6
172
3
15
22
1,345
1,248
9
2
9
1
0
0
66
660
0
0.6
0
5
1
47
0.1
83
3
6
49
1,552
1,986
8
0
15
1
1
0
67
1,847
1
1.6
0
10
1
28
0.2
111
4
14
1,497
1,508
1,378
5
2
18
1
0
1
68
1,206
1
0.5
1
6
0
10
0.8
134
8
20
1,327
1,361
2,959
5
1
20
0
0
1
69
549
1
0.5
0
3
1
53
0.8
173
5
5
555
1,386
1,893
5
2
19
1
1
1
70
1,705
1
2.8
0
2
1
23
1
122
3
20
1,560
1,808
1,676
8
6
20
1
1
1
71
1,366
0
0.5
1
4
0
36
0.1
185
1
16
346
702
1,912
17
13
19
0
0
1
72
1,991
0
0.5
0
5
0
58
0.6
109
5
6
912
1,660
1,947
10
5
7
1
0
1
73
1,102
1
1.2
0
5
1
40
1
175
3
14
756
882
2,734
15
12
4
1
1
0
74
1,452
0
1.1
0
3
1
32
0.5
175
3
5
699
1,704
3,617
16
1
12
1
1
0
75
1,810
1
1.1
1
6
0
63
0.9
151
1
19
582
1,752
3,414
18
10
10
1
0
0
76
1,166
1
2.2
1
2
1
41
1
165
7
4
680
1,078
482
19
11
11
1
1
1
77
881
1
0.8
1
5
0
6
0.4
117
6
12
814
1,015
2,813
18
1
17
1
0
1
78
1,134
1
0.5
1
0
1
64
0.5
166
5
0
672
1,597
661
13
7
20
1
0
0
79
1,031
1
2
1
1
1
20
0.7
177
1
4
450
911
2,546
9
6
12
1
0
1
80
1,376
1
2.4
1
0
1
34
0.4
167
6
1
757
1,371
3,922
5
0
2
1
0
0
81
1,391
0
1.4
1
2
1
56
0.1
137
5
8
208
900
1,199
15
8
10
1
1
1
82
979
0
2.1
0
6
0
24
0.6
124
5
16
1,194
1,256
3,779
7
2
20
0
1
0
83
1,075
1
1.9
0
0
0
36
0.6
127
4
3
1,335
1,427
3,870
8
3
20
1
1
0
84
968
0
0.5
1
13
1
61
0.1
168
8
16
91
1,585
858
8
7
11
1
1
0
85
1,999
0
0.5
1
1
1
15
0.7
183
8
11
33
653
3,840
19
17
12
1
0
1
86
1,626
0
2.7
0
3
0
20
0.1
164
2
17
1,095
1,499
454
8
4
6
1
1
0
87
942
0
1.7
1
14
0
28
0.8
153
8
20
336
797
3,953
13
11
7
0
0
1
88
1,182
0
1.7
0
4
1
42
0.9
189
3
20
659
661
1,633
14
3
6
1
0
1
89
1,982
1
0.8
1
9
0
48
0.4
98
6
16
183
709
3,035
10
4
9
1
0
1
90
1,373
0
1.4
1
3
0
27
0.6
80
8
6
652
1,100
966
14
0
9
0
0
1
91
1,151
0
1.7
1
8
0
44
0.5
107
8
17
410
1,014
1,761
7
4
10
1
0
0
92
1,650
1
2.1
1
6
0
51
0.9
99
5
15
440
1,416
1,938
14
0
3
0
1
1
93
1,663
1
0.6
1
0
0
17
0.7
152
4
2
532
886
2,820
14
1
5
1
1
1
94
1,965
1
0.5
0
0
1
3
0.9
168
7
17
1,373
1,949
305
6
0
20
1
0
0
95
679
0
0.9
1
0
0
41
0.3
154
4
1
773
920
2,838
19
7
6
0
0
1
96
1,465
0
2.5
0
2
0
3
1
90
5
8
965
974
2,042
8
2
12
0
1
1
97
1,809
1
2.2
1
3
0
27
0.3
137
5
19
568
1,864
700
11
10
12
1
0
0
98
757
1
2.4
1
8
1
26
0.2
164
8
17
652
1,157
2,593
19
3
15
1
0
1
99
1,034
1
0.7
0
7
1
47
0.2
105
6
15
214
1,463
1,835
8
1
9
1
0
0
100
1,119
1
2.5
0
9
0
23
0.8
81
4
19
423
1,003
3,121
15
4
5
0
1
0