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Wojciech Mikołajski 2023-06-17 20:36:34 +02:00
parent 52fa016323
commit 4b08f485f7
3 changed files with 7999 additions and 0 deletions

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dane/water_dev.csv Normal file
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aluminium,ammonia,arsenic,barium,cadmium,chloramine,chromium,copper,flouride,bacteria,viruses,lead,nitrates,nitrites,mercury,perchlorate,radium,selenium,silver,uranium,is_safe
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0.015841584158415842,0.27707219251336906,0.057142857142857134,0.004048582995951417,0.46153846153846145,0.004608294930875576,0.08888888888888889,0.335,0.026666666666666665,0.22,0.009,0.535,0.3252647503782149,0.5426621160409556,0.2,0.11948008665222463,0.39424280350438046,0.1,0.12,0.7777777777777778,0.0
0.009900990099009903,0.5892379679144386,0.028571428571428567,0.36639676113360325,0.030769230769230767,0.49078341013824883,0.6888888888888889,0.295,0.03333333333333333,0.2,0.001,0.8400000000000001,0.357034795763994,0.378839590443686,0.8,0.5014164305949008,0.5969962453066333,0.4,0.86,0.8888888888888888,0.0
0.015841584158415842,0.007018716577540107,0.028571428571428567,0.3481781376518219,0.15384615384615383,0.018433179723502304,0.022222222222222223,0.52,0.42,0.09,0.007,0.895,0.3958648512355018,0.5699658703071672,0.1,0.039160139976670554,0.10387984981226533,0.4,0.12,0.9999999999999999,0.0
0.015841584158415842,0.3328877005347594,0.028571428571428567,0.11133603238866398,0.30769230769230765,0.01152073732718894,0.03333333333333333,0.87,0.9333333333333332,0.0,0.0,0.8300000000000001,0.052950075642965215,0.6860068259385664,0.5,0.022162972837860357,0.6057571964956195,0.8999999999999999,0.02,0.7777777777777778,0.0
0.0039603960396039604,0.6624331550802139,0.009523809523809523,0.4251012145748988,0.23076923076923073,0.044930875576036866,0.06666666666666667,0.845,0.9,0.63,0.63,0.53,0.9455370650529502,0.2525597269624573,1.0,0.0008331944675887353,0.008760951188986234,0.4,0.12,0.5555555555555556,0.0
0.6198019801980198,0.9448529411764707,0.0009523809523809524,0.05060728744939271,0.007692307692307692,0.41244239631336405,0.7555555555555556,0.645,0.6933333333333334,0.49,0.001,0.395,0.7589510842158347,0.3720136518771331,0.5,0.394600899850025,0.42428035043804757,0.1,0.4,0.3333333333333333,0.0
0.019801980198019806,0.582553475935829,0.0,0.19635627530364372,0.15384615384615383,0.034562211981566816,0.03333333333333333,0.015,0.4666666666666666,0.07,0.008,0.61,0.9107413010590015,0.3003412969283276,0.2,0.002999500083319447,0.41551939924906134,0.5,0.04,0.5555555555555556,0.0
0.033663366336633666,0.45554812834224606,0.028571428571428567,0.6639676113360323,0.007692307692307692,0.27419354838709675,0.1888888888888889,0.125,0.8333333333333333,0.7,0.7,0.645,0.7927382753403935,0.6177474402730375,0.3,0.1813031161473088,0.6770963704630789,0.3,0.22,0.7777777777777778,0.0
1 aluminium ammonia arsenic barium cadmium chloramine chromium copper flouride bacteria viruses lead nitrates nitrites mercury perchlorate radium selenium silver uranium is_safe
2 0.01782178217821782 0.9722593582887702 0.06666666666666667 0.012145748987854251 0.7692307692307692 0.002304147465437788 0.0 0.035 0.6533333333333333 0.0 0.91 0.935 0.4518406454866365 0.2389078498293515 0.4 0.003332777870354941 0.04505632040050063 0.2 0.0 0.5555555555555556 0.0
3 0.15643564356435646 0.4715909090909091 0.37142857142857144 0.32388663967611336 0.30769230769230765 0.37672811059907835 0.6111111111111112 0.315 0.4666666666666666 0.08 0.001 0.72 0.47957639939485636 0.4368600682593856 0.5 0.8086985502416264 0.7209011264080101 0.6 1.0 0.2222222222222222 0.0
4 0.04950495049504951 0.7670454545454546 0.009523809523809523 0.17813765182186234 0.03846153846153846 0.6002304147465438 0.9444444444444444 0.215 0.45999999999999996 0.01 0.004 0.75 0.5496722138174484 0.5563139931740614 0.6 0.11681386435594067 0.6182728410513142 0.2 0.82 0.4444444444444444 1.0
5 0.019801980198019806 0.025401069518716582 0.06666666666666667 0.20040485829959515 0.15384615384615383 0.010368663594470046 0.11111111111111112 0.715 0.45333333333333337 0.0 0.005 0.54 0.8784669692385277 0.29692832764505117 0.1 0.020996500583236127 0.07509386733416772 0.4 0.14 0.1111111111111111 0.0
6 0.005940594059405941 0.30314171122994654 0.0857142857142857 0.10526315789473684 0.6923076923076922 0.0 0.07777777777777779 0.29 0.88 0.59 0.59 0.59 0.4644478063540092 0.3174061433447099 0.5 0.02199633394434261 0.03754693366708386 0.4 0.04 0.6666666666666666 0.0
7 0.019801980198019806 0.9722593582887702 0.009523809523809523 0.3380566801619433 0.030769230769230767 0.8317972350230415 0.4 0.52 0.33999999999999997 0.71 0.71 0.705 0.6071608673726677 0.5255972696245733 0.6 0.4999166805532411 0.9561952440550688 0.5 0.62 0.3333333333333333 0.0
8 0.009900990099009903 0.80548128342246 0.8952380952380952 0.340080971659919 0.15384615384615383 0.326036866359447 0.1 0.04 0.88 0.1 0.005 0.005 0.5965708522440747 0.6450511945392491 0.6 0.835360773204466 0.6983729662077598 0.0 0.66 0.7777777777777778 0.0
9 0.007920792079207921 0.026403743315508023 0.009523809523809523 0.10323886639676114 0.46153846153846145 0.021889400921658985 0.05555555555555556 0.72 0.3866666666666666 0.96 0.96 0.9550000000000001 0.5158850226928896 0.7030716723549487 0.8 0.03949341776370605 0.4868585732165207 0.2 0.16 0.8888888888888888 0.0
10 0.5980198019801981 0.196524064171123 0.5714285714285714 0.31983805668016196 0.9230769230769229 0.4377880184331797 0.6888888888888889 0.665 0.3866666666666666 0.0 0.002 0.8400000000000001 0.9198184568835098 0.8293515358361775 0.8 0.6507248791868021 0.2853566958698373 0.5 0.56 0.5555555555555556 0.0
11 0.005940594059405941 0.9502005347593584 0.03809523809523809 0.15789473684210525 0.5384615384615384 0.00576036866359447 0.07777777777777779 0.23 0.9333333333333332 0.41 0.008 0.54 0.27029752899647 0.651877133105802 0.3 0.03182802866188968 0.04380475594493116 0.2 0.12 0.8888888888888888 0.0
12 0.015841584158415842 0.8997326203208557 0.028571428571428567 0.18016194331983806 0.15384615384615383 0.01152073732718894 0.11111111111111112 0.04 0.8066666666666666 0.0 0.73 0.52 0.1931417044881493 0.04436860068259386 0.8999999999999999 0.15780703216130645 0.06633291614518148 1.0 0.06 0.1111111111111111 0.0
13 0.3940594059405941 0.2550133689839572 0.03809523809523809 0.3097165991902834 0.007692307692307692 0.1935483870967742 0.3888888888888889 0.02 0.8666666666666667 0.03 0.007 0.55 0.054462934947049936 0.3720136518771331 0.8 0.7422096317280453 0.38923654568210264 0.7000000000000001 0.26 0.4444444444444444 1.0
14 0.021782178217821784 0.750668449197861 0.4380952380952381 0.4939271255060729 0.15384615384615383 0.7741935483870968 0.12222222222222223 0.04 0.7066666666666667 0.07 0.001 0.735 0.416540595057993 0.6996587030716722 0.2 0.16680553241126478 0.753441802252816 0.3 0.7 0.7777777777777778 0.0
15 0.0019801980198019802 0.7827540106951872 0.03809523809523809 0.6862348178137652 0.015384615384615384 0.3076036866359447 0.5111111111111112 0.2 0.5866666666666667 0.59 0.59 0.59 0.32274331820474034 0.5563139931740614 0.3 0.6102316280619896 0.21902377972465584 0.2 0.46 0.6666666666666666 0.0
16 0.005940594059405941 0.14939839572192515 0.047619047619047616 0.15991902834008098 0.3846153846153846 0.013824884792626727 0.05555555555555556 0.965 0.3 0.0 0.63 0.62 0.2223903177004539 0.2662116040955631 0.7000000000000001 0.03616063989335111 0.3491864831038799 0.5 0.16 0.2222222222222222 0.0
17 0.009900990099009903 0.8723262032085561 0.09523809523809523 0.12550607287449392 0.46153846153846145 0.018433179723502304 0.044444444444444446 0.81 0.9866666666666666 0.99 0.99 0.81 0.08068582955118508 0.47098976109215007 0.3 0.17330444925845692 0.774718397997497 0.2 0.1 0.4444444444444444 0.0
18 0.007920792079207921 0.7697192513368984 0.0 0.09109311740890688 0.07692307692307691 0.03110599078341014 0.03333333333333333 0.75 0.42 0.74 0.74 0.76 0.39636913767019677 0.6211604095563139 0.5 0.08081986335610732 0.40801001251564456 0.7000000000000001 0.08 0.2222222222222222 0.0
19 0.013861386138613863 0.7974598930481285 0.019047619047619046 0.11133603238866398 0.15384615384615383 0.03571428571428571 0.044444444444444446 0.78 0.6799999999999999 0.04 0.001 0.375 0.11447302067574384 0.19112627986348124 0.0 0.005499083486085653 0.05381727158948686 0.3 0.14 0.6666666666666666 0.0
20 0.3287128712871287 0.636029411764706 0.028571428571428567 0.11943319838056679 0.06923076923076922 0.326036866359447 0.1 0.385 0.82 0.79 0.79 0.56 0.5496722138174484 0.4607508532423208 0.8 0.44025995667388773 0.2390488110137672 0.2 0.08 0.4444444444444444 1.0
21 0.0039603960396039604 0.9074197860962567 0.057142857142857134 0.05668016194331984 0.23076923076923073 0.0576036866359447 0.08888888888888889 0.375 0.13333333333333333 0.69 0.69 0.52 0.25869894099848717 0.447098976109215 0.6 0.08881853024495917 0.2640801001251564 0.3 0.14 0.8888888888888888 0.0
22 0.306930693069307 0.34224598930481287 0.009523809523809523 0.5890688259109312 0.04615384615384615 0.00806451612903226 0.9333333333333333 0.355 0.9533333333333333 0.58 0.58 0.72 0.08068582955118508 0.35153583617747436 0.8999999999999999 0.465755707382103 0.9599499374217773 0.5 0.46 0.1111111111111111 1.0
23 0.009900990099009903 0.6313502673796791 0.7809523809523808 0.16396761133603238 0.23076923076923073 0.36175115207373276 0.45555555555555555 0.02 0.6933333333333334 0.17 0.0 1.0 0.8219868885526981 0.5563139931740614 0.5 0.801699716713881 0.5657071339173967 0.6 0.9 0.5555555555555556 0.0
24 0.007920792079207921 0.19284759358288772 0.047619047619047616 0.11336032388663968 0.46153846153846145 0.001152073732718894 0.11111111111111112 0.82 0.52 0.8 0.8 0.45999999999999996 0.07967725668179527 0.3310580204778157 1.0 0.0534910848191968 0.1214017521902378 0.0 0.12 0.3333333333333333 0.0
25 0.009900990099009903 0.3335561497326204 0.028571428571428567 0.25708502024291496 0.15384615384615383 0.010368663594470046 0.011111111111111112 0.18 0.8733333333333333 0.64 0.64 0.77 0.4780635400907716 0.4607508532423208 0.6 0.0024995834027662055 0.7459324155193993 0.6 0.06 0.1111111111111111 0.0
26 0.011881188118811881 0.29044117647058826 0.07619047619047618 0.5040485829959515 0.07692307692307691 0.8675115207373272 0.4777777777777778 0.35 0.5333333333333333 0.97 0.97 0.5 0.9556227937468483 0.7747440273037542 0.1 0.691718046992168 0.7459324155193993 0.5 0.16 0.0 0.0
27 0.0039603960396039604 0.7914438502673797 0.03809523809523809 0.3259109311740891 0.0 0.00806451612903226 0.06666666666666667 0.635 0.13999999999999999 0.0 0.67 0.45999999999999996 0.29299041855774083 0.24232081911262796 1.0 0.08398600233294451 0.04005006257822278 0.8 0.1 0.9999999999999999 0.0
28 0.0039603960396039604 0.8983957219251337 0.0857142857142857 0.2732793522267207 0.46153846153846145 0.010368663594470046 0.1 0.985 0.9866666666666666 0.0 0.009 0.155 0.4800806858295512 0.28668941979522183 0.1 0.02066322279620063 0.12015018773466833 0.8999999999999999 0.16 0.8888888888888888 0.0
29 0.0019801980198019802 0.5782085561497327 0.06666666666666667 0.28340080971659914 0.23076923076923073 0.006912442396313364 0.1 0.91 0.14666666666666667 0.99 0.99 0.54 0.4064548663640949 0.19112627986348124 0.5 0.007498750208298617 0.09762202753441802 1.0 0.04 0.7777777777777778 0.0
30 0.005940594059405941 0.2667112299465241 0.0857142857142857 0.018218623481781375 0.30769230769230765 0.001152073732718894 0.044444444444444446 0.035 0.88 0.0 0.62 0.515 0.6949067070095815 0.09897610921501705 1.0 0.018330278286952176 0.09261576971214018 0.6 0.02 0.0 0.0
31 0.9306930693069307 0.6193181818181819 0.5714285714285714 0.9190283400809717 0.6153846153846153 0.6382488479262672 0.14444444444444446 0.52 0.06 0.0 0.83 0.755 0.898134140191629 0.5802047781569966 0.6 0.4767538743542743 0.411764705882353 0.7000000000000001 0.7 0.5555555555555556 0.0
32 0.0039603960396039604 0.9294786096256685 0.019047619047619046 0.11336032388663968 0.15384615384615383 0.03341013824884793 0.05555555555555556 0.57 0.5533333333333332 0.36 0.004 0.325 0.3252647503782149 0.40614334470989755 0.5 0.0729878353607732 0.11639549436795996 0.1 0.08 0.9999999999999999 0.0
33 0.015841584158415842 0.5688502673796793 0.06666666666666667 0.10931174089068826 0.30769230769230765 0.00576036866359447 0.07777777777777779 0.01 0.13999999999999999 0.0 0.61 0.295 0.12153303076147254 0.28327645051194533 1.0 0.08048658556907182 0.6520650813516896 1.0 0.18 0.5555555555555556 0.0
34 0.0039603960396039604 0.022058823529411766 0.09523809523809523 0.06477732793522267 0.6923076923076922 0.001152073732718894 0.1 0.895 0.3933333333333333 0.25 0.008 0.15 0.6878466969238529 0.6279863481228669 0.6 0.055990668221963004 0.10137672090112641 0.8 0.1 0.4444444444444444 0.0
35 0.22574257425742572 0.29979946524064177 0.03809523809523809 0.5404858299595141 0.007692307692307692 0.0195852534562212 0.5111111111111112 0.05 0.006666666666666666 0.0 0.0 0.505 0.7614725163893092 0.46416382252559724 0.7000000000000001 0.17413764372604565 0.7509386733416772 0.1 0.02 0.4444444444444444 1.0
36 0.007920792079207921 0.9475267379679145 0.06666666666666667 0.016194331983805668 0.6153846153846153 0.04723502304147465 0.05555555555555556 0.17 0.4066666666666666 0.98 0.98 0.38 0.06908724155320223 0.3378839590443686 0.3 0.003666055657390435 0.08760951188986232 0.4 0.1 0.5555555555555556 0.0
37 0.01782178217821782 0.8796791443850267 0.057142857142857134 0.04048582995951417 0.7692307692307692 0.038018433179723504 0.08888888888888889 0.705 0.6133333333333333 0.0 0.93 0.375 0.843166918809884 0.3378839590443686 0.5 0.010498250291618064 0.2765957446808511 0.5 0.18 0.7777777777777778 0.0
38 0.009900990099009903 0.7774064171122995 0.03809523809523809 0.7388663967611335 0.007692307692307692 0.51036866359447 0.7000000000000001 0.97 0.8466666666666667 0.08 0.008 0.97 0.6717095310136159 0.6587030716723549 0.5 0.39726712214630894 0.6007509386733417 0.8 0.44 0.7777777777777778 0.0
39 0.6673267326732674 0.7292780748663101 0.35238095238095235 0.8097165991902834 0.9230769230769229 0.7188940092165899 0.2555555555555556 0.38 0.7733333333333332 0.0 0.0 0.245 0.8587997982854263 0.7542662116040955 0.6 0.14464255957340444 0.5369211514392992 0.7000000000000001 0.16 0.0 1.0
40 0.009900990099009903 0.7967914438502675 0.009523809523809523 0.5080971659919028 0.7692307692307692 0.01612903225806452 0.022222222222222223 0.5 0.9199999999999999 0.0 0.68 0.99 0.8472012102874434 0.27303754266211605 0.8 0.09581736377270456 0.09136420525657071 0.6 0.18 0.7777777777777778 0.0
41 0.01782178217821782 0.9107620320855616 0.028571428571428567 0.1214574898785425 0.3846153846153846 0.027649769585253454 0.06666666666666667 0.235 0.6799999999999999 0.0 0.0 0.1 0.9616742309631873 0.09215017064846416 0.7000000000000001 0.14180969838360272 0.10137672090112641 0.7000000000000001 0.02 0.8888888888888888 0.0
42 0.009900990099009903 0.008355614973262034 0.028571428571428567 0.13157894736842105 0.0 0.009216589861751152 0.03333333333333333 0.07 0.5133333333333333 0.24 0.003 0.31 0.6853252647503782 0.6757679180887372 0.5 0.20179970004999165 0.12265331664580727 0.8 0.12 0.8888888888888888 0.0
43 0.0019801980198019802 0.11898395721925134 0.0857142857142857 0.0465587044534413 0.07692307692307691 0.04838709677419355 0.03333333333333333 0.145 0.37999999999999995 0.64 0.64 0.77 0.8214826021180031 0.6689419795221843 0.2 0.0014997500416597234 0.09136420525657071 0.4 0.06 0.0 0.0
44 0.015841584158415842 0.17479946524064174 0.0 0.16396761133603238 0.6923076923076922 0.00806451612903226 0.03333333333333333 0.3 0.019999999999999997 0.1 0.001 0.685 0.692385274836107 0.7610921501706484 0.1 0.19963339443426095 0.05757196495619525 0.0 0.12 0.5555555555555556 0.0
45 0.0 0.6427139037433155 0.0 0.010121457489878543 0.46153846153846145 0.009216589861751152 0.08888888888888889 0.035 0.08666666666666667 0.44 0.008 0.095 0.6641452344931922 0.4368600682593856 0.3 0.18296950508248627 0.42803504380475593 0.2 0.0 0.4444444444444444 0.0
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