Datasets:
kheejay88
/
phone_price_classification_train

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battery_power
int64
501
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
1.96k
px_width
int64
500
2k
ram
int64
256
4k
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
price_range
int64
0
3
1,703
1
0.5
0
0
1
22
0.6
192
1
0
286
1,235
1,046
5
4
13
1
0
1
0
1,445
1
2.4
1
7
1
20
0.4
173
7
15
1,273
1,345
1,441
7
4
13
1
1
1
1
1,087
0
1.3
0
0
1
16
0.3
166
3
9
295
589
690
14
6
6
1
0
1
0
671
0
0.9
1
10
0
30
0.7
105
7
17
852
1,182
2,504
6
4
15
1
0
0
2
1,472
1
2.3
0
6
0
61
0.1
168
6
19
710
1,052
2,677
19
15
8
1
0
0
2
765
0
0.5
1
0
1
47
0.3
115
8
1
1,277
1,429
2,243
11
7
4
1
0
1
2
1,642
0
0.5
1
16
1
8
0.3
171
6
17
129
873
2,984
13
4
17
1
0
1
2
1,265
0
1.5
0
7
0
49
0.7
182
5
16
690
836
1,362
5
0
12
0
0
1
1
664
1
1.1
1
1
1
51
0.1
110
7
4
701
1,478
3,629
19
15
6
1
1
1
3
1,277
1
0.5
1
0
1
35
0.4
142
6
6
309
1,460
3,559
18
17
6
1
1
0
3
1,395
0
1.8
1
0
0
23
0.1
111
3
1
213
705
2,571
11
0
13
1
0
1
2
1,539
1
2.6
0
0
0
41
0.1
159
8
0
1,112
1,666
2,107
15
9
10
1
0
1
2
1,049
1
2.2
0
9
0
63
0.5
135
5
17
199
1,077
1,022
11
3
13
0
0
0
0
1,827
0
1.7
0
4
1
39
0.5
128
5
16
55
1,020
2,844
14
9
10
1
1
0
2
903
0
1
1
0
1
50
0.4
91
1
0
1,230
1,235
711
9
5
10
1
1
0
0
1,987
1
0.5
0
3
1
53
1
181
3
7
1,052
1,516
3,117
18
5
8
1
1
1
3
1,154
0
1.2
1
0
1
49
0.2
181
8
2
541
1,499
978
5
3
7
1
0
1
0
1,336
0
0.9
0
5
1
17
0.2
194
5
9
55
583
1,869
13
1
16
1
1
1
1
1,886
0
0.5
0
0
1
24
0.4
112
3
1
809
1,958
1,179
16
7
20
1
0
1
1
1,551
0
1.1
0
4
0
51
0.1
88
5
6
1,738
1,995
3,844
11
8
4
0
1
0
3
850
1
1.6
1
6
1
29
0.5
133
5
19
404
642
593
19
17
10
1
0
1
0
660
0
0.5
0
5
1
40
0.5
111
2
10
262
1,178
588
6
5
18
1
1
1
0
1,225
1
2.1
1
8
0
13
0.5
116
4
12
759
1,404
3,836
12
11
11
0
0
0
3
1,452
1
0.5
1
1
1
25
0.9
123
6
11
42
1,040
2,669
12
10
13
1
0
0
2
1,686
1
2.8
1
3
0
38
0.1
166
4
4
397
1,453
2,958
14
11
2
0
0
0
3
1,634
1
1.4
0
1
1
17
0.2
200
2
5
964
1,677
3,031
11
6
6
1
1
1
3
1,708
1
2.4
1
18
1
49
0.1
109
1
19
233
517
3,388
6
4
16
1
1
1
3
1,151
1
2.9
1
0
0
31
0.6
128
8
1
1,022
1,560
2,377
18
8
13
0
1
0
2
1,578
0
1.9
1
2
1
37
0.1
138
4
19
411
1,226
2,458
19
16
3
1
0
1
2
1,689
0
1.8
0
17
0
24
0.3
127
3
18
954
1,200
2,766
7
2
7
0
1
1
3
1,488
0
0.5
0
1
0
39
0.8
112
5
6
1,528
1,647
3,054
14
10
19
0
0
0
3
1,313
1
1.8
1
4
0
9
0.4
105
1
6
416
1,308
3,791
11
10
6
0
1
1
3
1,715
0
1
1
4
1
31
0.5
83
8
17
638
1,615
625
17
6
13
1
0
0
0
1,442
0
1
1
0
0
27
0.1
192
3
19
231
687
2,227
6
5
20
1
1
0
1
528
0
1.7
0
12
1
6
0.8
142
2
15
574
637
3,256
9
8
6
1
1
0
2
1,523
1
1.8
0
6
1
11
0.1
129
1
8
148
1,606
707
19
8
19
1
1
0
0
1,133
0
1.4
0
3
0
42
0.1
199
5
12
730
1,543
1,457
18
12
20
1
0
1
1
1,718
1
2.5
1
14
1
6
0.1
183
5
16
564
980
3,755
7
1
8
1
1
1
3
1,330
0
0.5
0
0
0
38
1
183
7
1
1,290
1,441
1,733
9
0
11
1
0
1
1
1,799
1
0.5
0
0
0
49
0.4
107
4
2
632
1,383
720
12
2
11
1
1
1
0
633
1
2.2
0
0
1
49
0.1
139
8
1
529
1,009
3,560
11
1
16
1
1
1
2
724
0
2.7
1
0
0
44
0.5
187
7
0
1,273
1,754
2,311
7
6
7
1
0
0
2
822
1
0.5
0
0
1
51
0.3
157
6
20
667
860
3,846
10
1
3
1
0
0
3
1,918
0
1.9
0
2
0
10
0.6
110
5
10
1,170
1,543
1,717
7
1
16
1
1
1
2
1,891
0
2.8
0
7
1
37
0.4
129
7
14
169
1,108
3,704
8
6
11
1
0
0
3
1,373
1
1
1
2
0
50
0.2
127
7
12
105
673
3,800
8
3
14
1
0
0
3
862
1
0.8
1
3
0
23
0.4
165
2
15
793
1,758
278
16
3
11
0
0
1
0
1,273
0
1
0
3
1
48
0.4
99
4
15
490
886
1,767
18
15
11
1
1
0
1
957
1
2.5
0
4
0
7
0.8
107
5
10
1,201
1,485
1,846
12
5
7
1
0
1
1
1,617
1
1.3
1
3
1
30
0.7
105
2
4
246
1,038
829
9
0
10
1
0
0
0
893
0
2.5
1
0
0
55
0.6
183
2
1
417
946
2,986
7
1
6
0
1
1
2
1,210
0
0.5
0
0
0
63
0.1
93
5
0
1,177
1,462
2,394
17
9
7
0
0
0
2
708
1
2.7
1
0
1
63
1
195
8
7
78
654
2,169
6
5
7
1
1
1
1
835
0
1.1
1
2
0
7
0.2
101
4
7
323
1,604
1,181
13
5
15
1
1
1
0
1,450
1
2.7
1
9
0
19
0.6
131
1
17
707
1,882
575
15
9
12
0
0
0
0
973
1
1.5
0
5
1
57
0.2
190
7
16
457
1,816
2,977
6
4
2
1
0
0
2
601
1
1.4
0
4
1
4
0.1
154
4
13
356
765
532
12
8
10
1
1
1
0
507
1
0.5
1
1
0
32
0.5
141
7
11
936
1,398
1,702
17
0
5
1
1
1
1
564
0
1.8
1
0
1
51
0.5
168
3
1
912
1,980
1,074
14
8
15
1
1
0
0
1,559
1
1.6
1
6
1
6
0.5
162
6
17
179
1,559
3,352
9
1
3
1
1
1
3
754
0
0.5
1
7
1
59
0.7
178
7
10
1,914
1,928
1,027
6
3
5
1
0
0
1
728
0
2.7
1
0
0
25
0.2
88
4
1
526
1,529
2,039
5
1
12
1
1
1
1
1,431
1
0.5
0
0
1
56
0.6
191
1
1
156
952
461
7
3
8
1
0
0
0
767
0
1.5
0
4
0
28
0.7
175
4
10
344
1,517
527
10
0
15
0
1
0
0
1,722
0
2.6
0
8
0
18
0.8
177
2
16
865
1,741
3,271
14
0
15
1
0
1
3
1,992
1
1.6
0
5
1
57
1
100
2
15
1,552
1,596
606
9
3
4
1
1
1
1
1,876
0
0.5
0
10
1
40
0.3
86
6
14
546
1,564
2,513
10
8
16
1
1
0
3
1,054
0
1.1
1
10
1
38
0.4
136
6
12
1,097
1,222
1,675
18
4
14
1
1
1
1
1,283
1
1.6
1
4
0
47
0.9
93
5
5
372
692
2,698
9
6
17
1
1
0
2
1,281
1
2.3
1
0
0
28
0.3
148
1
6
1,285
1,617
1,129
12
1
6
0
1
0
1
1,066
0
0.6
0
2
1
7
0.9
114
7
18
1,242
1,571
468
19
13
6
1
1
0
0
730
0
2.1
1
0
1
4
0.1
89
8
2
302
1,247
1,210
19
15
4
1
1
1
0
1,053
1
0.8
1
7
1
45
0.3
103
1
12
594
1,767
3,086
17
6
5
1
1
1
3
1,611
1
0.5
1
11
0
3
0.6
98
3
14
303
714
1,595
8
4
9
1
0
1
1
793
0
1
1
5
1
30
0.9
133
2
15
1,858
1,935
2,332
17
13
14
1
1
1
2
1,220
0
2.9
0
3
0
62
0.5
125
4
8
403
1,933
2,589
19
11
15
1
1
1
2
1,662
0
0.5
0
0
1
61
0.8
126
4
13
32
1,509
3,760
9
5
13
1
1
1
3
1,281
1
2.8
1
3
1
8
0.3
144
4
19
590
954
1,851
8
2
9
1
1
0
1
538
0
0.8
0
12
1
2
0.8
177
7
13
235
662
417
8
4
9
1
0
1
0
823
1
0.5
0
0
0
39
0.4
187
8
4
630
888
294
13
9
11
0
0
1
0
1,733
1
2.8
0
3
1
36
1
119
6
20
357
527
3,576
17
16
9
1
0
0
3
1,429
0
1.5
1
0
1
40
0.9
100
3
14
246
820
3,945
11
7
18
1
0
1
3
1,839
1
1.2
0
9
1
54
0.5
200
7
11
475
1,493
927
19
10
18
1
0
1
1
659
0
2.7
0
6
1
6
0.5
110
3
7
1,054
1,929
2,044
15
5
2
1
0
1
1
1,953
1
2.1
1
7
0
56
0.1
158
8
9
555
764
2,334
11
5
4
1
0
0
2
1,172
0
1.9
0
0
1
27
0.7
164
1
3
607
1,092
1,477
12
0
6
1
0
0
1
612
1
1.9
1
6
0
16
0.3
102
7
7
1,360
1,891
3,161
8
4
3
0
0
0
3
1,563
0
2.4
0
0
1
24
0.2
170
8
0
142
1,699
3,660
7
5
5
1
1
0
3
1,191
0
1.3
1
16
1
26
0.8
84
1
20
681
683
1,604
14
3
9
1
0
1
1
615
1
0.5
1
0
0
42
0.6
163
6
4
104
1,664
2,211
7
4
18
0
0
1
1
1,893
1
2.1
1
8
0
63
0.2
134
2
11
637
763
3,822
14
3
18
0
1
1
3
1,563
0
1.7
1
10
0
16
0.1
151
7
13
410
572
3,922
11
1
8
0
0
1
3
1,995
1
1.9
0
6
0
9
0.8
139
6
18
1,830
1,963
1,203
14
12
18
1
1
1
2
1,517
0
0.5
0
6
1
48
0.6
143
5
14
802
1,489
2,822
15
5
11
1
1
1
3
832
0
1.6
1
1
1
34
0.3
108
5
5
311
1,294
447
15
13
12
1
1
0
0
1,162
0
2
0
0
1
56
0.7
114
7
1
56
997
1,652
5
0
20
1
0
0
1
1,595
1
2.6
0
7
0
12
0.3
121
8
19
344
655
3,608
15
1
16
0
1
0
3
1,329
1
1
0
1
0
52
0.9
181
6
2
1,053
1,458
1,228
8
6
6
1
0
1
1
928
1
0.5
1
11
0
56
0.7
80
8
13
221
1,243
666
19
10
5
0
1
0
0
1,656
1
0.5
1
8
1
38
0.1
105
7
17
506
519
1,499
12
8
19
1
0
1
1