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kheejay88
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phone_price_classification_test

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test · 1k rows

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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	0.8	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	1,366	2,396	17	10	10	0	1	1
4	1,546	0	0.5	1	18	1	25	0.5	96	8	20	295	1,752	3,893	10	0	7	1	1	0
5	1,434	0	1.4	0	11	1	49	0.5	108	6	18	749	810	1,773	15	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	14	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	0.6	101	5	19	556	876	3,485	11	9	10	1	1	0
10	1,520	0	0.5	0	1	0	25	0.5	171	3	20	52	1,009	651	6	0	5	1	0	1
11	1,500	0	2.2	0	2	0	55	0.6	80	7	6	503	1,336	3,866	13	7	20	0	1	0
12	1,343	0	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	2,083	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

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