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Emil Shanaty
2025-04-13 17:42:00 +03:00
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Assignment1/datasets/task1_data.csv
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X_train,y_train,X_test,y_test
0.13601792836554882,-0.12955516982823656,0.0,0.0
0.20723129731181178,0.8943304963164522,0.1724137931034483,0.2700000277065802
0.2461351098327963,-0.7911763463735726,0.3448275862068966,0.5350566770584416
0.2981745415497744,0.18021739095705697,0.5172413793103449,0.7903170770603108
0.6359412086721705,3.7225846090089982,0.6896551724137931,1.0311077143540435
0.9442089167432882,0.6930821869687206,0.8620689655172414,1.2530199996719733
0.9617146682883082,-0.1961485205139828,1.0344827586206897,1.4519909838462617
1.0895107249008273,1.9606372662037441,1.206896551724138,1.6243777455604222
1.2042339837224703,2.0635102609258302,1.3793103448275863,1.7670240888920459
2.196010680642431,1.4046614404630742,1.5517241379310347,1.877318329494301
2.537901762138897,3.682659047817262,1.7241379310344829,1.9532411114201733
2.7792627182286362,-0.6762765698852455,1.896551724137931,1.9934023791204456
3.057217123278347,1.6964398356997354,2.0689655172413794,1.9970668277022476
3.233837261910595,0.41712097502394174,2.241379310344828,1.964167365484312
3.330346103554147,1.448250858358449,2.413793103448276,1.895306342365605
3.38897786680612,0.7230454321152,2.586206896551724,1.7917445215173762
3.406239910191065,1.1524011137358428,2.7586206896551726,1.6553779963137811
3.5214344024063675,0.11902403532150885,2.931034482758621,1.4887034751245405
3.6408002037640057,1.0270807544211786,3.1034482758620694,1.294772569563655
3.7132666376424437,0.45792662320027044,3.2758620689655173,1.0771359231218087
3.8373831152586932,-0.234610391006435,3.4482758620689657,0.8397782031205289
3.847649596979065,1.313045911568098,3.620689655172414,0.5870451462078689
3.854180449527251,0.1498189095339753,3.793103448275862,0.32356399310552936
3.8797240502864794,0.3848493114333735,3.9655172413793105,0.05415876935226859
3.9700716724616045,0.7900740994227569,4.137931034482759,-0.21623803684788337
4.004143062258376,-0.8225932964222787,4.310344827586207,-0.48267578259941146
4.1966527490839685,-1.2418829903348436,4.482758620689656,-0.7402763106798291
4.741840295697909,-0.7217344479605965,4.655172413793104,-0.9843232627780154
4.789112185945959,-2.3115613082352597,4.827586206896552,-1.2103484303875298
4.905673335925669,-2.567288975123006,5.0,-1.414213562373095
1 X_train y_train X_test y_test
2 0.13601792836554882 -0.12955516982823656 0.0 0.0
3 0.20723129731181178 0.8943304963164522 0.1724137931034483 0.2700000277065802
4 0.2461351098327963 -0.7911763463735726 0.3448275862068966 0.5350566770584416
5 0.2981745415497744 0.18021739095705697 0.5172413793103449 0.7903170770603108
6 0.6359412086721705 3.7225846090089982 0.6896551724137931 1.0311077143540435
7 0.9442089167432882 0.6930821869687206 0.8620689655172414 1.2530199996719733
8 0.9617146682883082 -0.1961485205139828 1.0344827586206897 1.4519909838462617
9 1.0895107249008273 1.9606372662037441 1.206896551724138 1.6243777455604222
10 1.2042339837224703 2.0635102609258302 1.3793103448275863 1.7670240888920459
11 2.196010680642431 1.4046614404630742 1.5517241379310347 1.877318329494301
12 2.537901762138897 3.682659047817262 1.7241379310344829 1.9532411114201733
13 2.7792627182286362 -0.6762765698852455 1.896551724137931 1.9934023791204456
14 3.057217123278347 1.6964398356997354 2.0689655172413794 1.9970668277022476
15 3.233837261910595 0.41712097502394174 2.241379310344828 1.964167365484312
16 3.330346103554147 1.448250858358449 2.413793103448276 1.895306342365605
17 3.38897786680612 0.7230454321152 2.586206896551724 1.7917445215173762
18 3.406239910191065 1.1524011137358428 2.7586206896551726 1.6553779963137811
19 3.5214344024063675 0.11902403532150885 2.931034482758621 1.4887034751245405
20 3.6408002037640057 1.0270807544211786 3.1034482758620694 1.294772569563655
21 3.7132666376424437 0.45792662320027044 3.2758620689655173 1.0771359231218087
22 3.8373831152586932 -0.234610391006435 3.4482758620689657 0.8397782031205289
23 3.847649596979065 1.313045911568098 3.620689655172414 0.5870451462078689
24 3.854180449527251 0.1498189095339753 3.793103448275862 0.32356399310552936
25 3.8797240502864794 0.3848493114333735 3.9655172413793105 0.05415876935226859
26 3.9700716724616045 0.7900740994227569 4.137931034482759 -0.21623803684788337
27 4.004143062258376 -0.8225932964222787 4.310344827586207 -0.48267578259941146
28 4.1966527490839685 -1.2418829903348436 4.482758620689656 -0.7402763106798291
29 4.741840295697909 -0.7217344479605965 4.655172413793104 -0.9843232627780154
30 4.789112185945959 -2.3115613082352597 4.827586206896552 -1.2103484303875298
31 4.905673335925669 -2.567288975123006 5.0 -1.414213562373095