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
301
1,856
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1.9
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9
1
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1
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1
1
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1
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164
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942
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2
1
1
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77
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304
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13
1,316
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0
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305
1,210
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2.3
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4
51
1,761
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6
20
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0
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306
1,880
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1.8
1
1
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10
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4
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16
17
1
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14
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15
400
989
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10
16
1
1
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308
1,175
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3
1
12
1
40
0.1
172
5
18
812
1,251
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14
18
1
1
0
309
1,773
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1
7
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33
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5
13
831
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310
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11
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54
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5
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3
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1
1
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312
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4
14
106
767
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9
13
1
0
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313
911
1
1.7
0
1
1
13
0.3
126
5
2
713
760
1,843
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6
11
1
0
1
314
1,979
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0.5
1
15
0
54
0.3
136
3
19
669
1,311
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12
1
20
1
1
1
315
1,899
0
0.5
1
0
1
55
0.3
93
4
0
1,359
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1,796
7
4
11
1
0
1
316
1,649
1
0.8
1
1
1
40
0.1
159
3
3
177
586
2,755
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9
3
1
0
1
317
1,095
1
1.8
1
9
0
47
0.3
152
6
15
354
1,827
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2
12
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0
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318
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0
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61
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4
11
305
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1
12
1
0
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48
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0
14
1
0
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320
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1
2.7
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7
0
8
0.8
150
3
9
215
1,018
730
15
7
4
0
1
1
321
1,632
1
1.1
0
2
1
45
0.8
132
4
3
22
1,256
379
18
13
19
1
0
0
322
1,225
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2.9
0
13
0
35
0.5
128
3
17
1,324
1,490
1,261
12
4
15
0
0
0
323
1,337
1
2.4
1
0
0
48
0.9
107
6
2
819
1,129
3,213
10
5
15
0
0
0
324
1,178
1
1.1
1
0
1
11
0.5
98
2
1
1,549
1,661
2,106
17
10
4
1
0
1
325
1,269
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1.5
1
1
0
51
0.7
180
4
19
410
1,782
827
15
6
12
1
1
0
326
1,526
1
1.2
0
7
1
32
0.5
128
4
12
1,152
1,592
647
19
3
18
1
0
1
327
986
0
0.7
1
7
1
16
0.4
144
8
9
234
628
300
8
5
7
1
0
1
328
848
0
0.5
1
1
1
41
0.2
171
2
2
388
1,015
3,939
6
3
3
1
1
0
329
1,904
1
0.5
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8
0
14
0.5
95
4
13
636
828
2,091
8
0
6
0
1
1
330
803
1
2.2
1
0
0
16
0.1
105
1
0
199
736
1,492
17
12
18
1
0
0
331
1,399
1
1.9
1
1
0
56
0.3
153
1
15
130
611
3,128
17
2
19
1
1
0
332
788
1
1.5
1
0
1
22
0.5
163
4
6
1,114
1,732
3,750
13
10
12
1
0
1
333
579
1
1.1
0
6
1
58
0.2
125
1
9
786
1,685
1,435
18
9
10
1
0
0
334
1,010
0
0.7
1
4
1
28
0.5
195
8
5
117
841
3,302
14
2
7
1
1
0
335
530
1
0.5
1
0
0
47
0.5
93
3
2
463
912
3,455
19
8
2
1
1
1
336
1,289
1
1.8
0
1
0
64
0.6
125
7
14
173
548
2,782
9
3
14
0
0
1
337
1,877
1
0.5
0
4
0
10
0.9
123
8
6
134
610
3,969
6
0
7
0
0
1
338
1,764
0
2.7
0
11
1
48
0.9
90
7
17
444
581
1,589
19
10
20
1
1
1
339
1,709
0
2.2
1
1
1
13
0.6
191
6
6
74
516
3,899
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13
3
1
0
1
340
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1.3
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0
0
28
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3
1
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2
6
1
0
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341
600
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2.5
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3
0
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0.2
145
4
10
584
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6
5
0
1
0
342
743
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0.5
0
9
1
53
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149
2
10
670
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3
13
1
1
1
343
1,850
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9
0
41
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133
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13
27
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3,032
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1
10
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1
1
344
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12
0
17
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1
14
559
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4
12
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1
1
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1,706
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1
10
1
44
0.2
137
5
13
716
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3
20
1
0
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346
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0.5
0
11
1
23
0.6
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5
16
931
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16
0
3
1
0
1
347
1,392
1
0.5
1
6
0
63
0.5
181
2
9
573
1,468
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12
8
13
0
1
0
348
1,248
1
2.1
1
2
1
12
0.1
170
2
3
328
1,378
1,266
11
0
6
1
1
0
349
894
1
0.5
1
2
0
27
0.3
192
2
6
932
1,576
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9
4
14
0
1
0
350
1,829
0
0.5
0
2
1
54
0.6
98
3
20
383
1,160
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7
0
12
1
0
0
351
1,372
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0.6
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3
1
42
0.7
124
6
10
68
1,998
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5
9
1
1
1
352
1,429
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1
0
7
0
11
0.7
150
4
8
436
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1,955
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5
2
1
1
0
353
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0.5
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10
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4
0.8
190
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18
204
966
3,735
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7
20
1
1
1
354
649
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1.9
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0
51
0.6
179
4
12
1,174
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3,446
11
5
18
0
1
1
355
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0.8
0
3
1
7
1
122
3
18
537
620
946
13
4
7
1
0
1
356
1,320
1
0.5
1
11
1
6
0.2
164
1
14
1,034
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9
14
1
0
1
357
792
0
0.8
0
7
0
48
0.5
144
4
16
371
888
1,583
15
2
20
0
1
1
358
918
1
2.7
0
7
0
25
0.9
149
7
8
178
1,850
3,676
6
2
2
1
0
1
359
929
1
0.5
1
7
1
13
1
146
7
8
213
1,714
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15
2
5
1
0
0
360
767
1
0.5
1
4
0
30
0.8
100
5
8
798
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9
1
4
1
0
1
361
1,739
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2.6
0
9
0
39
0.5
135
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10
86
1,957
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12
8
1
1
0
362
1,315
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0.5
0
0
1
15
0.4
134
1
0
489
624
3,928
8
4
8
1
0
1
363
1,388
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1.4
1
4
1
31
0.6
184
1
14
1,338
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346
8
2
12
1
0
0
364
1,981
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2.5
1
1
0
36
0.3
94
4
2
128
1,457
395
9
7
15
0
1
0
365
569
0
0.5
1
1
1
53
1
170
8
20
457
1,555
1,243
17
10
10
1
1
0
366
1,930
0
1.3
0
2
0
57
0.2
151
1
9
678
1,117
682
16
10
8
0
0
1
367
725
1
0.5
0
10
0
61
0.8
108
3
17
260
508
3,074
7
6
12
0
0
1
368
1,690
0
2.2
0
0
0
51
0.8
130
8
15
713
1,092
451
6
4
7
0
0
1
369
712
1
1.4
0
1
1
33
0.2
86
4
5
163
799
1,471
15
0
10
1
0
0
370
1,603
1
0.5
1
8
1
37
1
95
8
9
1,430
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1,748
15
10
5
1
1
0
371
1,850
1
2.8
0
0
0
18
0.1
132
8
3
633
1,382
1,853
15
0
9
1
1
0
372
1,472
1
0.7
1
4
1
41
1
145
3
6
242
619
1,514
8
1
16
1
1
1
373
1,858
0
0.7
1
1
1
43
0.2
167
5
3
1,154
1,473
1,886
9
3
7
1
1
1
374
1,543
1
2.6
1
0
1
46
0.8
116
8
13
48
679
3,023
6
4
4
1
1
0
375
652
1
2.8
1
4
0
37
0.8
174
6
11
416
1,652
2,904
16
8
16
0
0
0
376
546
0
1.8
1
6
1
55
0.9
100
6
12
493
1,477
628
12
3
10
1
1
1
377
1,408
1
1.4
1
1
0
6
0.9
145
8
3
621
692
1,833
9
1
19
0
1
0
378
1,021
0
1.5
1
3
1
31
0.1
97
7
10
189
1,327
1,066
18
15
17
1
1
1
379
567
0
1.4
1
14
0
60
0.1
111
2
15
152
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17
16
4
1
0
1
380
1,967
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2.6
1
4
0
62
1
91
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10
1,355
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13
7
10
1
0
0
381
1,658
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2
1
8
1
61
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180
3
20
443
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7
1
5
1
0
1
382
1,088
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3
1
2
1
52
0.3
164
7
4
86
588
1,447
19
16
15
1
1
1
383
542
1
0.7
0
2
1
12
0.2
185
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3
1,674
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17
2
4
1
1
1
384
788
0
1.6
1
6
1
52
0.1
96
1
20
530
1,436
1,941
14
0
19
1
1
0
385
576
1
2.5
1
10
0
57
0.7
179
5
15
1,009
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11
5
12
0
1
0
386
950
1
1.6
0
5
1
41
0.5
188
3
20
193
727
2,932
10
7
20
1
0
0
387
518
1
0.8
0
3
1
17
0.5
133
3
7
564
765
2,239
7
3
7
1
1
1
388
1,996
1
1.9
0
4
0
55
0.3
81
7
8
890
1,661
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8
2
4
0
1
1
389
1,197
0
2.9
0
6
1
38
0.1
83
6
17
1,516
1,910
3,525
13
9
16
1
0
0
390
1,006
1
2.5
1
9
0
14
0.7
186
1
12
348
640
1,955
17
6
9
1
1
0
391
1,679
1
1.5
0
2
1
4
0.1
133
4
3
349
531
1,557
16
15
12
1
0
1
392
1,262
0
1.4
1
7
1
64
0.1
116
7
16
37
1,018
3,060
5
1
4
1
1
1
393
560
0
1.3
1
13
0
29
1
160
1
19
906
1,189
2,832
16
1
7
1
0
0
394
904
0
2.4
0
5
1
55
0.6
158
4
13
529
764
2,008
6
1
16
1
0
0
395
1,834
1
2.1
0
1
1
55
0.1
137
3
10
670
1,179
2,420
15
3
8
1
0
1
396
681
0
1.2
1
8
0
13
0.8
87
3
17
288
621
292
12
10
18
0
0
1
397
687
0
0.6
1
13
1
14
0.4
185
2
16
721
1,620
1,580
19
4
19
1
1
1
398
863
0
2.9
0
11
1
52
0.8
119
6
13
1,060
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1,345
7
0
20
1
0
0
399
518
1
2.7
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0
1
45
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159
6
15
564
739
1,208
10
9
9
1
1
0
400
1,488
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1.8
0
0
1
2
0.1
124
4
0
765
777
3,349
17
6
2
1
0
0