test-repo/IML Projects/Task 1a/data/train.csv

1	y	x1	x2	x3	x4	x5	x6	x7	x8	x9	x10	x11	x12	x13
2	22.6	0.06724	0.0	3.24	0.0	0.46	6.333	17.2	5.2146	4.0	430.0	16.9	375.21	7.34
3	50.0	9.2323	0.0	18.1	0.0	0.631	6.216	100.0	1.1691	24.0	666.0	20.2	366.15	9.53
4	23.0	0.11425	0.0	13.89	1.0	0.55	6.373	92.4	3.3633	5.0	276.0	16.4	393.74	10.5
5	8.3	24.8017	0.0	18.1	0.0	0.693	5.349	96.0	1.7028	24.0	666.0	20.2	396.9	19.77
6	21.2	0.05646	0.0	12.83	0.0	0.437	6.232	53.7	5.0141	5.0	398.0	18.7	386.4	12.34
7	19.9	0.62739	0.0	8.14	0.0	0.538	5.834	56.5	4.4986	4.0	307.0	21.0	395.62	8.47
8	20.6	4.83567	0.0	18.1	0.0	0.583	5.905	53.2	3.1523	24.0	666.0	20.2	388.22	11.45
9	18.7	0.06151	0.0	5.19	0.0	0.515	5.968	58.5	4.8122	5.0	224.0	20.2	396.9	9.29
10	16.1	2.63548	0.0	9.9	0.0	0.544	4.973	37.8	2.5194	4.0	304.0	18.4	350.45	12.64
11	18.6	0.22876	0.0	8.56	0.0	0.52	6.405	85.4	2.7147	5.0	384.0	20.9	70.8	10.63
12	8.8	73.5341	0.0	18.1	0.0	0.679	5.957	100.0	1.8026	24.0	666.0	20.2	16.45	20.62
13	17.2	14.0507	0.0	18.1	0.0	0.597	6.657	100.0	1.5275	24.0	666.0	20.2	35.05	21.22
14	14.9	6.28807	0.0	18.1	0.0	0.74	6.341	96.4	2.072	24.0	666.0	20.2	318.01	17.79
15	10.5	24.3938	0.0	18.1	0.0	0.7	4.652	100.0	1.4672	24.0	666.0	20.2	396.9	28.28
16	50.0	1.83377	0.0	19.58	1.0	0.605	7.802	98.2	2.0407	5.0	403.0	14.7	389.61	1.92
17	29.0	0.05561	70.0	2.24	0.0	0.4	7.041	10.0	7.8278	5.0	358.0	14.8	371.58	4.74
18	23.0	5.82401	0.0	18.1	0.0	0.532	6.242	64.7	3.4242	24.0	666.0	20.2	396.9	10.74
19	33.3	0.04011	80.0	1.52	0.0	0.404	7.287	34.1	7.309	2.0	329.0	12.6	396.9	4.08
20	29.4	0.06664	0.0	4.05	0.0	0.51	6.546	33.1	3.1323	5.0	296.0	16.6	390.96	5.33
21	21.0	0.08014	0.0	5.96	0.0	0.499	5.85	41.5	3.9342	5.0	279.0	19.2	396.9	8.77
22	23.8	0.1676	0.0	7.38	0.0	0.493	6.426	52.3	4.5404	5.0	287.0	19.6	396.9	7.2
23	19.1	2.3139	0.0	19.58	0.0	0.605	5.88	97.3	2.3887	5.0	403.0	14.7	348.13	12.03
24	20.4	0.13117	0.0	8.56	0.0	0.52	6.127	85.2	2.1224	5.0	384.0	20.9	387.69	14.09
25	29.1	0.07978	40.0	6.41	0.0	0.447	6.482	32.1	4.1403	4.0	254.0	17.6	396.9	7.19
26	19.3	0.17142	0.0	6.91	0.0	0.448	5.682	33.8	5.1004	3.0	233.0	17.9	396.9	10.21
27	23.1	13.5222	0.0	18.1	0.0	0.631	3.863	100.0	1.5106	24.0	666.0	20.2	131.42	13.33
28	19.6	0.85204	0.0	8.14	0.0	0.538	5.965	89.2	4.0123	4.0	307.0	21.0	392.53	13.83
29	19.4	2.14918	0.0	19.58	0.0	0.871	5.709	98.5	1.6232	5.0	403.0	14.7	261.95	15.79
30	38.7	0.12083	0.0	2.89	0.0	0.445	8.069	76.0	3.4952	2.0	276.0	18.0	396.9	4.21
31	18.7	0.22212	0.0	10.01	0.0	0.547	6.092	95.4	2.548	6.0	432.0	17.8	396.9	17.09
32	14.6	10.233	0.0	18.1	0.0	0.614	6.185	96.7	2.1705	24.0	666.0	20.2	379.7	18.03
33	20.0	6.80117	0.0	18.1	0.0	0.713	6.081	84.4	2.7175	24.0	666.0	20.2	396.9	14.7
34	20.5	0.19657	22.0	5.86	0.0	0.431	6.226	79.2	8.0555	7.0	330.0	19.1	376.14	10.15
35	20.1	0.10612	30.0	4.93	0.0	0.428	6.095	65.1	6.3361	6.0	300.0	16.6	394.62	12.4
36	23.6	0.09178	0.0	4.05	0.0	0.51	6.416	84.1	2.6463	5.0	296.0	16.6	395.5	9.04
37	16.8	4.22239	0.0	18.1	1.0	0.77	5.803	89.0	1.9047	24.0	666.0	20.2	353.04	14.64
38	5.6	25.0461	0.0	18.1	0.0	0.693	5.987	100.0	1.5888	24.0	666.0	20.2	396.9	26.77
39	50.0	8.26725	0.0	18.1	1.0	0.668	5.875	89.6	1.1296	24.0	666.0	20.2	347.88	8.88
40	14.5	8.49213	0.0	18.1	0.0	0.584	6.348	86.1	2.0527	24.0	666.0	20.2	83.45	17.64
41	13.3	6.39312	0.0	18.1	0.0	0.584	6.162	97.4	2.206	24.0	666.0	20.2	302.76	24.1
42	23.9	0.08265	0.0	13.92	0.0	0.437	6.127	18.4	5.5027	4.0	289.0	16.0	396.9	8.58
43	20.0	0.18836	0.0	6.91	0.0	0.448	5.786	33.3	5.1004	3.0	233.0	17.9	396.9	14.15
44	19.8	0.04544	0.0	3.24	0.0	0.46	6.144	32.2	5.8736	4.0	430.0	16.9	368.57	9.09
45	13.8	8.05579	0.0	18.1	0.0	0.584	5.427	95.4	2.4298	24.0	666.0	20.2	352.58	18.14
46	16.5	0.02498	0.0	1.89	0.0	0.518	6.54	59.7	6.2669	1.0	422.0	15.9	389.96	8.65
47	21.6	0.02731	0.0	7.07	0.0	0.469	6.421	78.9	4.9671	2.0	242.0	17.8	396.9	9.14
48	20.3	0.14103	0.0	13.92	0.0	0.437	5.79	58.0	6.32	4.0	289.0	16.0	396.9	15.84
49	17.0	1.41385	0.0	19.58	1.0	0.871	6.129	96.0	1.7494	5.0	403.0	14.7	321.02	15.12
50	11.8	2.77974	0.0	19.58	0.0	0.871	4.903	97.8	1.3459	5.0	403.0	14.7	396.9	29.29
51	27.5	0.14866	0.0	8.56	0.0	0.52	6.727	79.9	2.7778	5.0	384.0	20.9	394.76	9.42
52	15.6	3.53501	0.0	19.58	1.0	0.871	6.152	82.6	1.7455	5.0	403.0	14.7	88.01	15.02
53	23.1	0.17899	0.0	9.69	0.0	0.585	5.67	28.8	2.7986	6.0	391.0	19.2	393.29	17.6
54	24.3	0.537	0.0	6.2	0.0	0.504	5.981	68.1	3.6715	8.0	307.0	17.4	378.35	11.65
55	42.8	0.36894	22.0	5.86	0.0	0.431	8.259	8.4	8.9067	7.0	330.0	19.1	396.9	3.54
56	15.6	0.97617	0.0	21.89	0.0	0.624	5.757	98.4	2.346	4.0	437.0	21.2	262.76	17.31
57	21.7	0.09378	12.5	7.87	0.0	0.524	5.889	39.0	5.4509	5.0	311.0	15.2	390.5	15.71
58	17.1	0.05023	35.0	6.06	0.0	0.4379	5.706	28.4	6.6407	1.0	304.0	16.9	394.02	12.43
59	17.2	0.06162	0.0	4.39	0.0	0.442	5.898	52.3	8.0136	3.0	352.0	18.8	364.61	12.67
60	15.0	51.1358	0.0	18.1	0.0	0.597	5.757	100.0	1.413	24.0	666.0	20.2	2.6	10.11
61	21.7	0.17446	0.0	10.59	1.0	0.489	5.96	92.1	3.8771	4.0	277.0	18.6	393.25	17.27
62	18.6	0.07244	60.0	1.69	0.0	0.411	5.884	18.5	10.7103	4.0	411.0	18.3	392.33	7.79
63	21.0	0.47547	0.0	9.9	0.0	0.544	6.113	58.8	4.0019	4.0	304.0	18.4	396.23	12.73
64	33.1	0.1	34.0	6.09	0.0	0.433	6.982	17.7	5.4917	7.0	329.0	16.1	390.43	4.86
65	31.5	0.44178	0.0	6.2	0.0	0.504	6.552	21.4	3.3751	8.0	307.0	17.4	380.34	3.76
66	20.1	13.0751	0.0	18.1	0.0	0.58	5.713	56.7	2.8237	24.0	666.0	20.2	396.9	14.76
67	29.8	0.12579	45.0	3.44	0.0	0.437	6.556	29.1	4.5667	5.0	398.0	15.2	382.84	4.56
68	15.2	5.44114	0.0	18.1	0.0	0.713	6.655	98.2	2.3552	24.0	666.0	20.2	355.29	17.73
69	15.0	0.22489	12.5	7.87	0.0	0.524	6.377	94.3	6.3467	5.0	311.0	15.2	392.52	20.45
70	27.5	14.4383	0.0	18.1	0.0	0.597	6.852	100.0	1.4655	24.0	666.0	20.2	179.36	19.78
71	22.6	0.13642	0.0	10.59	0.0	0.489	5.891	22.3	3.9454	4.0	277.0	18.6	396.9	10.87
72	20.0	0.10153	0.0	12.83	0.0	0.437	6.279	74.5	4.0522	5.0	398.0	18.7	373.66	11.97
73	21.4	0.09512	0.0	12.83	0.0	0.437	6.286	45.0	4.5026	5.0	398.0	18.7	383.23	8.94
74	23.5	0.03584	80.0	3.37	0.0	0.398	6.29	17.8	6.6115	4.0	337.0	16.1	396.9	4.67
75	31.2	0.03049	55.0	3.78	0.0	0.484	6.874	28.1	6.4654	5.0	370.0	17.6	387.97	4.61
76	23.7	5.70818	0.0	18.1	0.0	0.532	6.75	74.9	3.3317	24.0	666.0	20.2	393.07	7.74
77	7.4	22.5971	0.0	18.1	0.0	0.7	5.0	89.5	1.5184	24.0	666.0	20.2	396.9	31.99
78	48.3	0.33147	0.0	6.2	0.0	0.507	8.247	70.4	3.6519	8.0	307.0	17.4	378.95	3.95
79	24.4	0.22969	0.0	10.59	0.0	0.489	6.326	52.5	4.3549	4.0	277.0	18.6	394.87	10.97
80	22.6	0.04684	0.0	3.41	0.0	0.489	6.417	66.1	3.0923	2.0	270.0	17.8	392.18	8.81
81	18.3	0.26838	0.0	9.69	0.0	0.585	5.794	70.6	2.8927	6.0	391.0	19.2	396.9	14.1
82	23.3	0.09252	30.0	4.93	0.0	0.428	6.606	42.2	6.1899	6.0	300.0	16.6	383.78	7.37
83	17.1	0.35233	0.0	21.89	0.0	0.624	6.454	98.4	1.8498	4.0	437.0	21.2	394.08	14.59
84	27.9	11.9511	0.0	18.1	0.0	0.659	5.608	100.0	1.2852	24.0	666.0	20.2	332.09	12.13
85	44.8	0.31533	0.0	6.2	0.0	0.504	8.266	78.3	2.8944	8.0	307.0	17.4	385.05	4.14
86	50.0	0.52693	0.0	6.2	0.0	0.504	8.725	83.0	2.8944	8.0	307.0	17.4	382.0	4.63
87	23.0	0.30347	0.0	7.38	0.0	0.493	6.312	28.9	5.4159	5.0	287.0	19.6	396.9	6.15
88	21.4	0.11504	0.0	2.89	0.0	0.445	6.163	69.6	3.4952	2.0	276.0	18.0	391.83	11.34
89	10.2	12.2472	0.0	18.1	0.0	0.584	5.837	59.7	1.9976	24.0	666.0	20.2	24.65	15.69
90	23.3	1.42502	0.0	19.58	0.0	0.871	6.51	100.0	1.7659	5.0	403.0	14.7	364.31	7.39
91	23.2	5.29305	0.0	18.1	0.0	0.7	6.051	82.5	2.1678	24.0	666.0	20.2	378.38	18.76
92	18.9	0.0136	75.0	4.0	0.0	0.41	5.888	47.6	7.3197	3.0	469.0	21.1	396.9	14.8
93	13.4	11.1604	0.0	18.1	0.0	0.74	6.629	94.6	2.1247	24.0	666.0	20.2	109.85	23.27
94	21.9	0.04819	80.0	3.64	0.0	0.392	6.108	32.0	9.2203	1.0	315.0	16.4	392.89	6.57
95	24.8	0.04417	70.0	2.24	0.0	0.4	6.871	47.4	7.8278	5.0	358.0	14.8	390.86	6.07
96	11.9	0.04741	0.0	11.93	0.0	0.573	6.03	80.8	2.505	1.0	273.0	21.0	396.9	7.88
97	24.3	0.33983	22.0	5.86	0.0	0.431	6.108	34.9	8.0555	7.0	330.0	19.1	390.18	9.16
98	13.8	18.4982	0.0	18.1	0.0	0.668	4.138	100.0	1.137	24.0	666.0	20.2	396.9	37.97
99	24.7	0.02055	85.0	0.74	0.0	0.41	6.383	35.7	9.1876	2.0	313.0	17.3	396.9	5.77
100	14.1	4.75237	0.0	18.1	0.0	0.713	6.525	86.5	2.4358	24.0	666.0	20.2	50.92	18.13
101	18.7	0.14932	25.0	5.13	0.0	0.453	5.741	66.2	7.2254	8.0	284.0	19.7	395.11	13.15
102	28.1	0.14052	0.0	10.59	0.0	0.489	6.375	32.3	3.9454	4.0	277.0	18.6	385.81	9.38
103	19.8	0.12802	0.0	8.56	0.0	0.52	6.474	97.1	2.4329	5.0	384.0	20.9	395.24	12.27
104	26.7	0.35809	0.0	6.2	1.0	0.507	6.951	88.5	2.8617	8.0	307.0	17.4	391.7	9.71
105	21.7	0.15876	0.0	10.81	0.0	0.413	5.961	17.5	5.2873	4.0	305.0	19.2	376.94	9.88
106	22.0	0.11329	30.0	4.93	0.0	0.428	6.897	54.3	6.3361	6.0	300.0	16.6	391.25	11.38
107	22.9	0.08829	12.5	7.87	0.0	0.524	6.012	66.6	5.5605	5.0	311.0	15.2	395.6	12.43
108	10.4	25.9406	0.0	18.1	0.0	0.679	5.304	89.1	1.6475	24.0	666.0	20.2	127.36	26.64
109	21.9	3.69695	0.0	18.1	0.0	0.718	4.963	91.4	1.7523	24.0	666.0	20.2	316.03	14.0
110	20.6	0.04527	0.0	11.93	0.0	0.573	6.12	76.7	2.2875	1.0	273.0	21.0	396.9	9.08
111	26.4	0.09266	34.0	6.09	0.0	0.433	6.495	18.4	5.4917	7.0	329.0	16.1	383.61	8.67
112	41.3	1.22358	0.0	19.58	0.0	0.605	6.943	97.4	1.8773	5.0	403.0	14.7	363.43	4.59
113	17.2	7.40389	0.0	18.1	0.0	0.597	5.617	97.9	1.4547	24.0	666.0	20.2	314.64	26.4
114	27.1	0.14455	12.5	7.87	0.0	0.524	6.172	96.1	5.9505	5.0	311.0	15.2	396.9	19.15
115	20.4	0.13058	0.0	10.01	0.0	0.547	5.872	73.1	2.4775	6.0	432.0	17.8	338.63	15.37
116	16.5	0.21124	12.5	7.87	0.0	0.524	5.631	100.0	6.0821	5.0	311.0	15.2	386.63	29.93
117	24.4	0.13587	0.0	10.59	1.0	0.489	6.064	59.1	4.2392	4.0	277.0	18.6	381.32	14.66
118	8.4	13.6781	0.0	18.1	0.0	0.74	5.935	87.9	1.8206	24.0	666.0	20.2	68.95	34.02
119	23.0	0.59005	0.0	21.89	0.0	0.624	6.372	97.9	2.3274	4.0	437.0	21.2	385.76	11.12
120	9.7	11.5779	0.0	18.1	0.0	0.7	5.036	97.0	1.77	24.0	666.0	20.2	396.9	25.68
121	50.0	0.01501	90.0	1.21	1.0	0.401	7.923	24.8	5.885	1.0	198.0	13.6	395.52	3.16
122	30.5	0.06911	45.0	3.44	0.0	0.437	6.739	30.8	6.4798	5.0	398.0	15.2	389.71	4.69
123	12.3	7.99248	0.0	18.1	0.0	0.7	5.52	100.0	1.5331	24.0	666.0	20.2	396.9	24.56
124	19.4	0.21977	0.0	6.91	0.0	0.448	5.602	62.0	6.0877	3.0	233.0	17.9	396.9	16.2
125	21.2	0.23912	0.0	9.69	0.0	0.585	6.019	65.3	2.4091	6.0	391.0	19.2	396.9	12.92
126	20.3	0.3494	0.0	9.9	0.0	0.544	5.972	76.7	3.1025	4.0	304.0	18.4	396.24	9.97
127	18.8	0.09849	0.0	25.65	0.0	0.581	5.879	95.8	2.0063	2.0	188.0	19.1	379.38	17.58
128	33.4	0.07503	33.0	2.18	0.0	0.472	7.42	71.9	3.0992	7.0	222.0	18.4	396.9	6.47
129	18.5	0.19133	22.0	5.86	0.0	0.431	5.605	70.2	7.9549	7.0	330.0	19.1	389.13	18.46
130	19.6	0.10328	25.0	5.13	0.0	0.453	5.927	47.2	6.932	8.0	284.0	19.7	396.9	9.22
131	33.2	0.10469	40.0	6.41	1.0	0.447	7.267	49.0	4.7872	4.0	254.0	17.6	389.25	6.05
132	13.1	8.71675	0.0	18.1	0.0	0.693	6.471	98.8	1.7257	24.0	666.0	20.2	391.98	17.12
133	7.5	10.8342	0.0	18.1	0.0	0.679	6.782	90.8	1.8195	24.0	666.0	20.2	21.57	25.79
134	13.6	0.10574	0.0	27.74	0.0	0.609	5.983	98.8	1.8681	4.0	711.0	20.1	390.11	18.07
135	17.4	1.20742	0.0	19.58	0.0	0.605	5.875	94.6	2.4259	5.0	403.0	14.7	292.29	14.43
136	8.4	11.8123	0.0	18.1	0.0	0.718	6.824	76.5	1.794	24.0	666.0	20.2	48.45	22.74
137	35.4	0.01311	90.0	1.22	0.0	0.403	7.249	21.9	8.6966	5.0	226.0	17.9	395.93	4.81
138	24.0	0.33045	0.0	6.2	0.0	0.507	6.086	61.5	3.6519	8.0	307.0	17.4	376.75	10.88
139	13.4	3.32105	0.0	19.58	1.0	0.871	5.403	100.0	1.3216	5.0	403.0	14.7	396.9	26.82
140	26.2	0.19073	22.0	5.86	0.0	0.431	6.718	17.5	7.8265	7.0	330.0	19.1	393.74	6.56
141	7.2	18.0846	0.0	18.1	0.0	0.679	6.434	100.0	1.8347	24.0	666.0	20.2	27.25	29.05
142	13.1	23.6482	0.0	18.1	0.0	0.671	6.38	96.2	1.3861	24.0	666.0	20.2	396.9	23.69
143	24.5	0.27957	0.0	9.69	0.0	0.585	5.926	42.6	2.3817	6.0	391.0	19.2	396.9	13.59
144	37.2	0.0578	0.0	2.46	0.0	0.488	6.98	58.4	2.829	3.0	193.0	17.8	396.9	5.04
145	25.0	0.0536	21.0	5.64	0.0	0.439	6.511	21.1	6.8147	4.0	243.0	16.8	396.9	5.28
146	24.1	0.07896	0.0	12.83	0.0	0.437	6.273	6.0	4.2515	5.0	398.0	18.7	394.92	6.78
147	16.6	0.67191	0.0	8.14	0.0	0.538	5.813	90.3	4.682	4.0	307.0	21.0	376.88	14.81
148	32.9	0.01778	95.0	1.47	0.0	0.403	7.135	13.9	7.6534	3.0	402.0	17.0	384.3	4.45
149	36.2	0.06905	0.0	2.18	0.0	0.458	7.147	54.2	6.0622	3.0	222.0	18.7	396.9	5.33
150	11.0	7.36711	0.0	18.1	0.0	0.679	6.193	78.1	1.9356	24.0	666.0	20.2	96.73	21.52
151	7.2	16.8118	0.0	18.1	0.0	0.7	5.277	98.1	1.4261	24.0	666.0	20.2	396.9	30.81