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
401
944
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2.4
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1
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10
1
1
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1,283
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6
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9
880
964
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8
17
1
1
0
403
817
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1
1
13
1
40
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140
4
17
1,180
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6
14
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1
404
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2.6
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2
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18
638
939
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1
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1
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313
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1
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490
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4
1
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2
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18
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85
4
8
791
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4
10
1
0
0
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2.1
0
10
1
60
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84
8
16
1,130
1,687
788
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15
8
1
0
1
409
989
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2.6
1
1
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11
513
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10
13
0
1
1
410
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56
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3
919
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1
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1
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2
1,070
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9
16
1
0
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413
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0.6
1
0
1
4
0.7
92
8
0
709
1,306
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12
20
1
1
1
414
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1
1.8
0
12
0
3
0.9
145
1
13
1,023
1,223
3,941
9
7
2
0
0
0
415
658
1
2.4
0
0
1
38
1
94
8
1
479
1,300
2,585
19
2
8
1
0
0
416
1,180
1
2.3
1
0
1
32
0.8
97
2
1
1,603
1,762
3,504
17
7
10
1
1
1
417
521
1
2.6
1
1
1
64
0.8
200
4
11
575
1,089
834
6
5
12
1
1
1
418
666
0
1.1
0
1
1
28
0.9
179
1
13
157
1,466
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7
5
9
1
1
1
419
805
1
1.5
0
0
0
25
0.3
174
2
3
522
553
1,580
15
13
3
1
0
0
420
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2.9
0
0
0
39
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161
6
5
565
1,228
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1
18
1
0
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421
986
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1
26
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80
8
9
0
1,214
1,316
7
5
8
1
0
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1,655
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2
0
0
0
23
0.6
192
2
1
586
641
1,872
11
9
13
1
1
0
423
1,391
1
0.5
0
0
1
53
0.2
114
5
1
996
1,521
1,114
8
0
17
1
0
1
424
1,042
1
0.5
1
11
0
13
0.1
148
3
20
98
569
1,715
17
7
7
1
1
1
425
916
1
1.1
1
5
1
44
0.9
116
3
16
893
1,132
2,367
8
5
7
1
0
1
426
681
0
2.6
0
1
0
29
0.9
162
3
7
1,262
1,332
575
15
5
4
1
1
1
427
1,224
1
1.1
1
1
1
34
1
138
6
3
1,545
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2,992
13
5
3
1
1
0
428
1,234
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1
4
1
44
0.4
107
3
17
797
1,054
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13
3
8
1
0
1
429
1,093
1
2.7
0
8
0
63
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138
8
9
605
1,966
3,556
13
2
13
0
0
1
430
583
0
0.5
0
9
1
33
0.9
136
5
18
1,673
1,774
3,236
12
9
13
1
0
0
431
1,598
1
1
1
8
1
49
0.5
115
2
14
537
1,233
1,313
12
2
7
1
1
0
432
1,988
1
2.8
1
3
0
34
0.4
163
3
16
1,221
1,981
2,872
7
6
20
1
1
1
433
1,746
0
0.5
1
9
0
51
0.8
184
7
19
754
790
1,822
18
17
15
0
1
0
434
907
1
2.7
0
8
0
53
0.7
156
2
13
10
1,881
3,469
8
5
12
1
0
0
435
1,472
0
0.5
0
3
1
53
0.7
103
1
4
438
690
2,001
14
0
14
1
1
1
436
916
1
1.3
0
5
0
10
0.8
173
4
8
43
1,012
3,706
9
8
15
0
1
0
437
1,427
1
0.8
1
2
0
31
0.9
186
1
20
934
1,005
2,542
7
6
10
0
0
0
438
1,101
1
2.9
1
3
0
5
0.5
141
5
7
90
642
1,567
15
2
11
1
1
0
439
723
1
0.5
0
0
0
36
0.8
104
4
0
263
514
2,669
17
6
16
0
0
1
440
1,403
0
0.7
1
4
0
32
0.1
117
1
5
257
551
2,499
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10
4
0
0
1
441
657
1
0.8
1
4
0
45
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1
6
843
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12
10
0
1
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442
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0.8
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0
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14
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1
2
48
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0
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1
1
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0
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125
7
17
577
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7
5
6
1
0
1
444
876
1
1.1
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2
1
48
0.9
196
2
3
524
1,225
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17
9
18
1
0
1
445
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0.5
0
0
0
25
0.6
189
6
1
776
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1,114
5
1
19
0
0
1
446
1,235
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1.5
0
3
0
33
0.1
164
8
16
633
1,891
1,623
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3
20
1
1
1
447
1,959
1
2.7
0
0
1
2
0.2
92
3
11
992
1,418
2,125
14
7
8
1
1
0
448
650
1
1.5
0
12
0
48
0.8
187
4
14
986
1,291
1,622
8
6
19
1
1
1
449
1,465
1
2.9
0
0
0
38
0.3
88
1
7
478
613
1,162
14
10
10
1
1
1
450
1,030
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0.9
0
6
1
29
0.1
113
1
7
174
624
3,762
5
4
12
1
0
0
451
853
1
1.9
1
17
1
26
0.5
94
6
18
114
817
3,069
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17
20
1
0
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452
744
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2.2
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6
1
52
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4
7
268
600
1,571
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5
18
1
1
1
453
583
1
1.1
1
15
0
24
0.4
168
2
19
301
1,111
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6
14
1
1
0
454
690
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0.5
0
2
0
62
0.3
88
1
9
633
1,240
3,206
16
10
19
1
0
0
455
683
1
1.9
1
16
1
56
0.1
190
1
17
144
585
592
17
9
3
1
0
0
456
590
0
2.3
1
2
0
30
0.3
178
3
14
486
825
1,188
18
11
14
1
0
1
457
1,266
1
1
0
0
1
2
0.7
87
7
1
640
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10
16
1
0
1
458
815
1
1.8
0
9
0
18
0.9
83
7
12
243
525
2,131
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7
5
0
1
0
459
1,893
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1.5
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0
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42
0.5
179
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3
1,133
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1
10
1
0
0
460
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2.5
1
3
0
22
0.4
112
2
8
1,900
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291
5
2
4
0
0
0
461
1,577
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1.5
0
16
1
3
0.7
180
8
17
523
573
3,116
13
6
16
1
1
0
462
1,234
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2.9
0
8
1
44
0.8
129
1
12
1,783
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2,440
7
4
19
1
1
0
463
717
0
1.8
0
1
1
25
0.4
173
5
8
668
1,587
3,631
6
5
6
1
0
1
464
1,074
1
1.5
0
5
0
35
0.6
193
4
13
269
597
1,104
16
10
15
0
1
0
465
1,439
1
1.2
0
11
1
58
0.2
183
1
20
794
1,552
3,069
17
11
2
1
1
0
466
983
1
1.6
0
7
1
55
0.4
168
8
8
205
963
1,425
14
0
4
1
1
0
467
1,988
0
2.5
0
7
1
63
0.6
153
4
11
615
937
2,276
13
7
11
1
0
0
468
1,692
0
1.3
1
0
1
25
0.7
149
3
12
1,111
1,898
3,192
9
4
3
1
1
1
469
718
1
0.5
1
2
0
35
0.9
181
4
5
1,226
1,763
3,021
10
4
12
0
0
1
470
1,519
0
0.5
0
0
1
36
0.6
93
8
2
661
1,852
3,082
18
11
9
1
0
0
471
776
0
3
1
9
0
9
0.5
110
2
12
584
974
1,346
5
2
3
0
0
1
472
881
1
2.8
0
1
0
36
0.5
167
1
6
1,381
1,444
2,354
19
10
5
1
1
1
473
1,018
0
0.6
1
0
1
25
0.8
152
7
2
292
616
732
12
8
13
1
1
0
474
1,031
1
0.5
1
2
1
31
0.1
82
8
19
737
1,404
2,305
10
4
4
1
1
0
475
875
0
1
0
14
0
37
0.6
151
7
20
1,289
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6
1
9
1
1
1
476
1,341
0
1
0
5
1
40
0.2
128
5
12
1,434
1,700
265
19
3
3
1
1
1
477
560
1
2.4
0
4
1
5
0.3
106
1
8
1,338
1,386
2,050
18
13
6
1
0
0
478
1,719
0
2.1
0
0
1
63
0.7
189
7
2
589
1,637
1,669
14
0
13
1
0
1
479
1,703
0
1.6
0
16
1
43
1
139
8
17
178
1,972
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13
11
17
1
1
1
480
1,408
1
1.8
0
1
0
59
0.8
168
1
2
716
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342
8
0
8
1
0
1
481
701
1
0.8
0
3
0
53
0.2
87
4
7
1,063
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9
8
5
1
0
0
482
1,560
1
0.5
0
14
0
47
0.3
172
2
18
910
1,908
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17
7
3
0
0
0
483
695
1
1
0
4
0
51
0.8
93
5
5
174
538
2,463
7
2
4
1
1
1
484
1,487
0
0.6
0
18
1
6
0.8
191
4
19
665
1,072
3,259
11
9
13
1
0
1
485
1,546
1
2.7
0
3
0
55
0.2
115
7
14
1,425
1,594
3,371
16
7
15
0
0
1
486
511
1
0.7
0
12
1
43
0.4
120
4
15
1,291
1,583
3,370
16
5
6
1
0
0
487
507
0
1.1
0
5
0
33
0.6
186
1
6
535
897
2,884
18
7
7
0
0
0
488
1,490
1
1.1
0
2
0
10
0.6
130
2
7
1,357
1,826
2,994
16
1
8
1
0
1
489
1,859
0
0.5
0
0
1
52
1
187
1
2
651
966
1,604
15
12
10
1
0
0
490
1,257
0
1.8
0
3
1
31
0.6
155
5
10
1,006
1,533
2,014
15
8
12
1
0
0
491
926
0
2.7
1
0
1
29
0.7
118
5
18
349
1,594
2,709
5
4
18
1
0
1
492
1,303
0
0.5
0
2
0
7
0.6
98
4
5
740
1,908
2,865
17
3
12
0
0
0
493
657
0
1.6
1
0
0
35
0.6
143
5
14
1,189
1,545
3,617
17
14
14
0
0
1
494
1,812
0
0.9
1
9
0
44
0.2
197
3
16
299
1,212
3,814
9
6
13
1
1
0
495
1,943
0
0.5
1
0
1
29
0.4
121
1
1
440
1,126
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5
2
11
1
1
1
496
1,082
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0.9
0
4
1
24
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167
7
9
425
761
1,428
16
0
12
1
1
0
497
721
1
2.6
0
1
0
49
0.6
168
4
8
35
598
3,473
15
8
17
0
0
0
498
654
1
1.5
1
2
0
56
0.7
122
1
4
441
520
2,609
7
2
16
1
1
1
499
1,948
1
0.7
0
2
0
31
0.4
122
2
7
968
1,208
2,070
5
3
5
1
0
1
500
1,242
0
1.8
1
4
1
56
0.1
122
1
8
753
1,785
2,620
18
11
3
1
0
1