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
201
1,739
0
2.3
1
1
0
51
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4
15
406
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1,490
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1
9
0
1
1
202
895
1
2.5
0
2
0
23
0.5
98
5
3
26
663
2,724
16
14
7
0
0
0
203
1,278
1
2.8
1
0
0
56
0.6
179
1
7
406
1,698
3,032
9
5
6
0
0
1
204
562
1
1.1
1
1
1
43
0.3
141
6
17
918
991
3,352
13
12
17
1
1
0
205
1,249
1
2.1
1
0
0
38
0.8
193
5
10
940
1,290
3,195
19
7
17
0
0
0
206
1,811
0
1.2
0
18
1
25
0.8
185
6
19
1,411
1,443
1,677
10
6
2
1
1
0
207
560
1
2.9
1
1
1
12
1
161
5
19
465
1,797
2,620
13
0
16
1
1
1
208
1,773
1
0.5
0
14
1
61
0.1
141
7
20
847
1,562
1,061
17
4
15
1
0
1
209
1,715
1
2.1
0
5
0
11
0.4
100
3
10
314
1,276
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5
8
1
1
1
210
725
0
0.5
1
0
1
26
0.8
176
5
1
829
960
1,370
7
6
9
1
1
1
211
800
1
2.2
0
5
1
41
0.1
103
6
9
185
1,008
2,094
17
16
6
1
0
1
212
1,300
0
0.5
0
6
1
43
0.1
156
3
12
589
1,815
2,790
15
4
19
1
0
0
213
1,001
0
0.8
0
0
0
48
1
98
5
0
471
655
1,485
10
2
11
1
1
1
214
500
0
1.3
1
13
0
64
0.9
134
4
17
1,384
1,912
2,807
19
7
7
0
0
1
215
1,378
1
2.5
1
4
1
52
0.5
184
3
7
13
641
3,528
5
1
7
1
0
0
216
951
1
2.4
0
1
1
24
0.1
147
8
20
897
1,964
3,391
19
4
7
1
0
0
217
1,038
1
0.5
1
1
0
48
0.2
99
6
2
83
1,103
1,073
5
4
2
0
0
1
218
987
1
1.2
1
1
0
20
0.9
108
6
5
237
1,427
2,811
7
4
17
1
0
0
219
1,698
0
0.5
0
6
1
21
0.1
196
7
7
614
1,254
778
7
3
3
1
1
1
220
1,762
1
0.9
1
14
0
11
0.1
107
4
17
647
801
3,628
9
3
10
0
0
1
221
785
0
2.4
0
6
0
16
0.2
135
3
13
223
1,366
2,637
12
8
16
0
0
0
222
1,851
0
2.4
1
2
0
59
0.1
151
3
18
278
1,198
2,892
10
0
5
1
1
0
223
1,698
0
0.5
1
2
0
62
0.4
189
3
13
1,459
1,565
2,805
11
2
19
0
0
1
224
1,976
0
2.8
0
0
0
4
0.8
93
8
1
1,146
1,436
804
5
1
14
0
1
0
225
1,649
1
0.5
0
4
1
53
0.4
162
4
11
261
1,316
361
12
7
19
1
1
1
226
1,157
1
2.6
1
4
0
4
0.9
149
7
6
878
1,737
1,453
17
10
9
1
0
0
227
1,702
0
0.5
0
1
1
54
0.4
131
5
2
1,112
1,578
359
13
12
5
1
1
0
228
1,040
1
0.6
0
0
0
54
0.3
199
2
5
458
959
3,886
15
5
20
0
1
1
229
790
1
2.1
1
2
1
29
0.7
106
6
11
521
1,996
557
11
2
2
1
1
1
230
1,429
0
2.9
0
2
0
58
0.2
128
4
3
417
983
2,005
15
1
9
0
1
0
231
739
1
3
0
14
0
56
0.7
103
8
20
134
1,696
630
17
2
11
1
0
0
232
1,364
1
1.6
1
6
1
44
0.1
174
7
8
615
1,142
2,741
9
3
18
1
0
1
233
1,580
0
2.8
1
0
0
45
1
196
8
7
1,017
1,092
2,214
12
9
19
0
0
1
234
1,384
1
2.2
1
0
0
49
0.7
189
1
0
725
1,741
1,387
13
3
13
1
1
1
235
1,037
0
2.9
1
2
0
57
0.7
83
6
5
749
965
3,148
16
13
9
1
0
0
236
1,519
0
1.5
0
12
0
43
0.1
183
1
14
868
1,637
853
5
0
7
0
1
1
237
989
0
0.5
0
15
0
20
0.4
153
1
16
68
947
3,614
17
5
10
1
1
0
238
1,040
1
0.5
1
3
0
41
0.8
116
3
18
299
608
1,006
12
7
18
0
0
1
239
1,240
1
1.4
0
3
1
9
0.9
93
5
7
477
1,319
3,959
14
9
15
1
0
0
240
1,273
1
2
0
15
1
7
0.9
143
1
16
288
706
1,743
12
7
13
1
1
0
241
1,784
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0.5
0
8
0
28
0.3
171
4
9
1,145
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2,192
15
13
2
1
0
0
242
1,169
1
1.4
1
7
1
51
0.1
177
7
19
515
720
329
14
6
13
1
0
1
243
703
1
2.4
0
1
1
27
0.1
138
1
6
47
1,820
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12
4
11
1
1
1
244
959
1
1
0
5
1
15
0.4
119
5
9
121
934
3,000
15
0
15
1
1
1
245
1,292
1
3
1
1
1
63
0.3
157
6
8
452
1,309
1,413
13
2
10
1
1
1
246
1,927
1
2.1
0
0
0
5
0.9
139
6
1
603
1,228
2,913
15
10
8
0
0
0
247
1,477
1
1.7
0
1
0
15
0.4
178
8
5
1,381
1,459
2,684
18
13
8
1
1
1
248
1,759
0
0.5
1
9
0
58
0.2
101
2
12
510
615
3,428
17
0
9
1
1
0
249
831
0
2.2
0
0
1
31
0.3
197
3
1
1,460
1,591
1,629
8
1
5
1
1
0
250
1,803
0
1.1
1
1
1
41
0.2
146
2
10
102
613
1,873
14
1
20
1
1
1
251
1,361
0
0.6
0
0
1
64
1
91
3
2
174
574
3,751
18
6
19
1
1
0
252
1,183
1
1.4
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1
0
32
0.8
197
1
4
884
1,475
637
12
6
16
0
0
1
253
917
1
1.3
0
0
0
53
0.2
166
5
1
750
1,339
603
12
6
7
1
0
1
254
1,278
1
0.5
1
2
0
7
1
192
5
3
319
587
3,067
10
2
4
1
1
1
255
1,247
1
0.5
0
0
0
28
0.4
191
7
5
901
1,447
3,268
16
3
15
0
1
0
256
930
0
1
1
5
1
40
0.8
128
7
15
775
1,224
3,816
13
0
2
1
1
1
257
1,019
0
1.7
1
0
1
5
0.7
177
3
8
889
1,840
1,850
10
5
11
1
0
1
258
1,855
1
0.8
0
0
1
26
0.8
161
4
0
986
1,339
3,481
8
7
19
1
1
1
259
1,730
0
0.5
1
4
0
54
0.7
93
3
7
283
1,151
1,695
19
5
17
0
1
0
260
1,972
0
2.2
1
4
1
5
0.9
95
3
19
955
1,781
625
10
1
10
1
1
1
261
1,887
0
2.3
1
4
0
35
0.9
115
2
7
178
1,275
3,203
7
5
15
1
0
0
262
1,590
0
1.9
0
0
0
13
0.4
111
6
1
759
1,187
2,440
19
0
3
1
0
1
263
603
1
2.7
0
0
1
42
0.2
135
8
0
746
754
1,934
14
10
11
1
0
0
264
560
1
2.1
0
11
1
37
0.6
121
4
14
237
551
3,278
15
9
7
1
1
0
265
1,981
1
1.6
1
10
0
34
0.1
117
5
20
929
1,552
3,764
11
4
14
1
0
1
266
1,190
1
2.1
0
0
1
18
0.6
160
6
2
644
1,070
3,571
6
5
5
1
0
0
267
1,396
1
0.8
1
7
1
10
0.3
108
4
16
646
1,721
3,881
13
0
9
1
1
1
268
1,598
1
1.7
1
0
0
57
0.9
89
1
1
371
783
1,663
14
9
14
1
0
1
269
1,692
0
2.2
0
5
1
11
0.1
151
3
7
1,256
1,386
524
5
2
10
1
1
0
270
628
1
0.5
0
0
1
26
0.5
106
8
2
389
517
1,853
13
10
12
1
1
1
271
1,883
0
0.7
1
1
0
6
0.9
145
6
4
123
1,320
2,067
8
0
9
1
0
1
272
819
1
0.5
0
5
1
16
0.1
163
1
10
663
1,788
3,325
15
5
16
1
0
0
273
651
0
1.6
1
0
1
7
0.6
129
1
6
1,268
1,423
2,151
19
10
20
1
1
1
274
723
0
1.1
0
2
0
27
0.7
145
2
9
98
1,175
2,044
13
6
11
0
1
0
275
1,367
1
0.9
0
2
1
58
0.6
184
4
20
721
1,210
3,946
16
9
9
1
0
0
276
1,784
1
1.4
0
1
1
3
0.3
125
5
5
1,424
1,672
2,110
10
5
8
1
0
1
277
1,744
1
0.9
1
5
1
35
0.3
137
7
9
915
1,554
656
17
4
7
1
0
0
278
1,086
0
2.5
0
11
0
7
0.5
116
6
14
635
1,839
3,297
18
0
16
1
0
0
279
899
0
1.7
1
0
1
3
0.1
165
8
0
167
1,239
1,296
14
11
9
1
0
1
280
896
0
0.8
0
3
0
29
0.5
91
6
10
135
820
1,650
16
6
13
1
0
0
281
1,714
0
1.6
1
9
1
59
0.5
186
8
19
991
1,274
2,546
18
10
11
1
1
1
282
1,395
1
0.6
0
5
0
38
0.3
167
6
16
896
1,501
915
5
4
6
1
1
0
283
786
0
1.8
1
2
0
28
0.5
198
1
7
3
1,058
331
14
2
2
1
0
1
284
1,687
0
1.2
1
4
0
14
0.9
120
2
14
924
1,461
3,975
19
3
10
0
1
1
285
669
1
2.6
1
18
1
10
0.6
171
5
20
1,300
1,834
2,801
6
2
10
1
0
0
286
1,423
1
2.1
0
1
0
51
0.8
178
4
18
633
1,371
3,331
8
2
8
1
1
0
287
1,600
0
2
1
5
0
44
0.1
98
1
8
735
1,205
2,939
8
3
19
1
1
1
288
1,621
1
0.6
1
14
0
59
0.7
160
7
16
213
1,120
2,706
12
3
20
1
0
0
289
1,672
1
1.9
0
10
0
37
0.3
194
7
15
495
839
1,335
7
1
8
0
1
1
290
1,934
0
2.7
0
9
1
48
0.1
128
4
18
475
853
3,370
7
6
2
1
0
1
291
1,650
1
0.6
0
0
0
62
0.3
81
3
15
1,305
1,918
2,596
5
2
10
0
0
0
292
1,700
0
0.5
1
1
0
33
0.8
189
5
2
382
1,151
2,477
9
8
3
0
0
1
293
1,550
1
2
0
1
1
29
0.6
171
5
2
572
1,499
3,465
10
1
14
1
1
0
294
626
0
1.9
0
4
0
8
0.2
185
2
6
16
1,410
2,589
15
10
14
0
1
1
295
1,737
1
2
1
0
0
14
0.4
156
5
2
1,028
1,757
2,363
8
0
10
1
0
1
296
1,370
0
1.7
0
1
0
6
0.7
113
1
7
482
1,689
1,302
7
3
3
0
0
1
297
1,899
1
0.8
1
15
0
14
0.4
191
4
16
1,200
1,345
1,677
5
1
14
0
0
1
298
848
1
0.6
0
0
0
31
0.7
123
5
1
299
756
1,108
15
6
18
1
1
0
299
1,430
1
2
1
0
1
16
0.2
171
4
1
696
757
2,916
6
3
10
1
1
0
300
768
1
0.5
1
1
0
45
0.1
175
4
16
1,164
1,376
3,947
6
1
12
1
1
0