% This database was designed on the basis of data provided by US Census
% Bureau [http://www.census.gov] (under Lookup Access
% [http://www.census.gov/cdrom/lookup]: Summary Tape File 1). The data
% were collected as part of the 1990 US census. These are mostly counts
% cumulated at different survey levels. For the purpose of this data set
% a level State-Place was used. Data from all states was obtained. Most
% of the counts were changed into appropriate proportions.  There are 4
% different data sets obtained from this database: House(8H) House(8L)
% House(16H) House(16L) These are all concerned with predicting the
% median price of the house in the region based on demographic
% composition and a state of housing market in the region. A number in
% the name signifies the number of attributes of the data set. A
% following letter denotes a very rough approximation to the difficulty
% of the task. For Low task difficulty, more correlated attributes were
% chosen as signified by univariate smooth fit of that input on the
% target. Tasks with High difficulty have had their attributes chosen to
% make the modelling more difficult due to higher variance or lower
% correlation of the inputs to the target.
% 
% Original source: DELVE repository of data. 
% Source: collection of regression datasets by Luis Torgo (ltorgo@ncc.up.pt) at
% http://www.ncc.up.pt/~ltorgo/Regression/DataSets.html
% Characteristics: 22784 cases, 9 continuous attributes.
@relation house_8L.arff
@attribute P3 numeric
@attribute P6p4 numeric
@attribute P11p3 numeric
@attribute P16p2 numeric
@attribute P19p2 numeric
@attribute H5p2 numeric
@attribute H15p1 numeric
@attribute H40p4 numeric
@attribute price numeric

@data
7074.0,0.0049639,0.5074781,0.5797286,0.0366129,0.0202439,6.6187845,0.7740586,130600.0
597.0,0.003871,0.48,0.6951424,0.0033501,0.1707317,7.1639344,0.1428571,40500.0
1931.0,0.0023202,0.4777473,0.6835836,0.0,0.1176471,6.1858476,0.6875,28700.0
164.0,0.0,0.4925054,0.7804878,0.0,0.1,6.6198347,1.0,28500.0
119.0,0.0,0.4806452,0.7563025,0.6722689,0.0,6.1616162,0.0,24100.0
164.0,0.0,0.4316703,0.7926829,0.054878,0.25,5.0530973,0.5,14999.0
261.0,0.0,0.4813278,0.7241379,0.0,0.0,6.5921788,0.0,33200.0
32112.0,0.0237825,0.5384666,0.614848,0.2639823,0.0696805,6.711423,0.2487805,66300.0
1209.0,0.0054256,0.5239064,0.674938,0.0041356,0.047138,6.7313054,0.5714286,138000.0
1263.0,0.0213808,0.5142539,0.8859857,0.0095012,0.1142857,6.5510984,0.0,140600.0
983.0,0.1223845,0.5519147,0.671414,0.0325534,0.1136364,7.8426966,0.4,127000.0
4145.0,0.0060555,0.4735853,0.6354644,0.0291918,0.138756,6.5652374,0.2068966,46900.0
67.0,0.0053476,0.4491979,0.7014925,0.0,0.1538462,5.0784314,0.0,14999.0
921.0,0.003761,0.4876724,0.723127,0.3485342,0.2131148,5.9457237,0.3846154,35300.0
342.0,0.0054496,0.5422343,0.6812865,0.005848,0.084,5.8589744,0.2857143,65800.0
65.0,0.0,0.4063604,0.9076923,0.0,0.0,5.0,0.0,14999.0
253.0,0.0008961,0.3664875,0.8656126,0.0039526,0.0,4.047619,0.0,14999.0
505.0,0.0,0.3993743,0.8019802,0.0,0.0380952,4.6923077,0.25,18000.0
147.0,0.0,0.4825871,0.7687075,0.0136054,0.0714286,6.1008403,1.0,44200.0
1348.0,0.0006345,0.4806472,0.6609792,0.0215134,0.2285714,6.0445168,0.625,30000.0
13242.0,0.0453287,0.5256564,0.6607008,0.0939435,0.1980057,5.6792544,0.2517986,175500.0
389.0,0.0009443,0.503305,0.7892031,0.0,0.3461538,6.2808642,0.5555556,33700.0
57.0,0.0,0.5354839,0.7368421,0.0,0.1428571,5.68,1.0,14999.0
5779.0,0.0499285,0.5727841,0.575186,0.0707735,0.2415902,6.7792262,0.7594937,144300.0
2503.0,0.0026348,0.5060601,0.6184579,0.0015981,0.0642202,5.9846041,0.4285714,47700.0
320.0,0.0,0.4563233,0.69375,0.0,0.4761905,6.1467181,0.8,17000.0
124.0,0.0,0.445614,0.6612903,0.0,0.3076923,5.3707865,0.75,14999.0
947.0,0.0158785,0.4798067,0.7550158,0.0232313,0.0404624,5.2301325,0.2857143,46700.0
816.0,0.0027716,0.4706208,0.5968137,0.0134804,0.1538462,6.4647887,0.5,34900.0
44.0,0.0,0.5740741,0.7045455,0.0,0.0425532,5.0512821,0.5,28800.0
142.0,0.0,0.5314465,0.6197183,0.0140845,0.2857143,6.1958763,0.5,37900.0
542.0,0.0,0.4752542,0.7693727,0.0,0.2876712,5.3967517,0.4761905,23400.0
674.0,0.0037152,0.4897833,0.6513353,0.3590504,0.1604938,5.8218527,0.3846154,25300.0
1224.0,0.000339,0.4840678,0.6756536,0.000817,0.1354167,6.1400689,0.6923077,31300.0
956.0,0.0008365,0.4772062,0.6757322,0.0,0.0597015,6.7149533,0.5,29600.0
1099.0,0.0017895,0.4183966,0.6706096,0.0100091,0.1194969,5.6487119,0.7894737,17800.0
843.0,0.0046154,0.4702564,0.6298932,0.0118624,0.0888889,7.027668,0.75,47500.0
11164.0,0.0289528,0.5049677,0.5391437,0.0120029,0.1732419,6.3079901,0.6237624,108400.0
247.0,0.0016529,0.4809917,0.6963563,0.0,0.0714286,5.8056872,1.0,14999.0
64.0,0.0,0.5,0.734375,0.15625,0.2,6.2931034,0.6666667,28800.0
2963.0,0.0429841,0.4124278,0.9719879,0.3604455,0.0340909,4.5454545,0.0,44400.0
122.0,0.0,0.5555556,0.7459016,0.0,0.0377358,6.3944954,0.3181818,86100.0
5335.0,0.0053847,0.5144674,0.7111528,0.0596064,0.1316372,5.7340337,0.7815126,24200.0
5019.0,0.010047,0.5730019,0.861327,0.0193266,0.6599424,6.7745211,0.3449782,84100.0
4708.0,0.0174025,0.5688882,0.8092608,0.0167799,0.3005464,6.6361955,0.2,69900.0
172.0,0.0,0.4837963,0.7034884,0.0,0.0,6.0797101,0.0,24300.0
3916.0,0.0037393,0.5417888,0.7249745,0.0010215,0.2,6.7906683,0.2083333,82100.0
4616.0,0.0606675,0.4299918,0.7952773,0.0030329,0.2312925,5.5228216,0.4705882,61300.0
460.0,0.0007843,0.5121569,0.7630435,0.0,0.2857143,6.5630252,0.25,81700.0
670.0,0.0306849,0.5441096,0.6880597,0.0074627,0.1730769,6.2613333,0.2222222,169500.0
339.0,0.0,0.5049505,0.6961652,0.0058997,0.1666667,6.385214,0.6666667,20500.0
37.0,0.0,0.4660194,0.6756757,0.0,0.1666667,6.1785714,1.0,17500.0
202.0,0.0,0.4111349,0.6435644,0.0,0.3333333,6.7549669,0.5714286,15400.0
287.0,0.001328,0.4767596,0.728223,0.0,0.3684211,5.7678571,0.4285714,21100.0
1076.0,0.005992,0.5559254,0.7202602,0.0037175,0.4418605,6.0694215,0.0526316,86200.0
87.0,0.0,0.4579832,0.7241379,0.4367816,0.0,5.2222222,0.0,14999.0
515.0,0.001497,0.4266467,0.6427184,0.1825243,0.11,5.4433962,0.5454545,23600.0
1051.0,0.0035931,0.3681592,0.679353,0.0057088,0.225,6.4295775,0.2222222,96800.0
214.0,0.0,0.4463087,0.7803738,0.0046729,0.1578947,6.0662252,0.3333333,23300.0
48.0,0.0,0.4634146,0.7083333,0.0416667,0.1428571,6.2285714,1.0,30800.0
300.0,0.0040761,0.4565217,0.68,0.0033333,0.2222222,5.3076923,0.5,16900.0
740.0,0.0146687,0.5695498,0.7594595,0.0054054,0.2277228,6.1204819,0.3478261,79000.0
470.0,0.0045045,0.4292149,0.812766,0.0,0.037037,6.6102151,0.375,57200.0
879.0,0.0019194,0.5520154,0.8100114,0.0,0.15,6.1214953,0.5,43400.0
286.0,0.0,0.5257732,0.5909091,0.0,0.125,6.2681564,1.0,38100.0
654.0,0.0067385,0.4063342,0.6330275,0.0,0.1694915,6.3181818,0.7,16600.0
954.0,0.0015432,0.4347994,0.6928721,0.2148847,0.2363636,5.7877358,0.8076923,30300.0
1094.0,0.0114943,0.4490174,0.6444241,0.0018282,0.2,6.4457364,0.3846154,19300.0
2211.0,0.0149382,0.423592,0.5730439,0.0049751,0.1350211,6.3953871,0.34375,41200.0
18112.0,0.0405727,0.5186673,0.7112412,0.009883,0.188172,5.8293709,0.2571429,163900.0
366.0,0.0,0.4818182,0.7240437,0.0054645,0.1176471,6.3598616,0.5,29200.0
118.0,0.003413,0.4812287,0.6779661,0.0084746,0.1785714,6.0537634,0.8,21300.0
45.0,0.0,0.46875,0.5777778,0.0,0.0,5.3170732,0.0,14999.0
1775.0,0.0026756,0.4926421,0.4585915,0.0022535,0.0394904,4.7980685,0.4354839,134800.0
107.0,0.0,0.386064,0.8598131,0.0,0.0322581,3.5882353,1.0,14999.0
3298.0,0.0015017,0.4030983,0.8741662,0.0027289,0.0651945,4.7741256,0.4677419,18800.0
392.0,0.005988,0.4620758,0.752551,0.0,0.125,5.4819672,0.8571429,21700.0
1125.0,0.0045328,0.4365411,0.6755556,0.0,0.2380952,6.3056266,0.6,23300.0
44.0,0.0520833,0.3333333,0.5681818,0.0,0.5714286,6.0833333,0.75,14999.0
20.0,0.0,0.36,0.75,0.0,0.2857143,6.1176471,1.0,14999.0
692.0,0.0038023,0.4915807,0.7066474,0.0028902,0.1632653,6.9147122,0.625,29600.0
33.0,0.0,0.4205607,0.7878788,0.0,0.1428571,5.2222222,0.0,17500.0
102.0,0.0,0.4482759,0.7254902,0.4215686,0.2,5.6341463,0.6666667,19400.0
231.0,0.0,0.594306,0.6753247,0.004329,0.2307692,6.8662791,0.0,66800.0
287.0,0.0012484,0.4681648,0.7630662,0.0,0.0434783,6.374269,1.0,36000.0
1174.0,0.0027248,0.4403951,0.7044293,0.0008518,0.1263941,5.7970183,0.6764706,22800.0
4443.0,0.0074857,0.4231889,0.6335809,0.0024758,0.1285141,6.7594838,0.65625,47200.0
294.0,0.0026619,0.4294587,0.7857143,0.0,0.0740741,4.6090226,0.25,36900.0
692.0,0.0048691,0.6585514,0.5404624,0.0028902,0.0248288,5.625387,0.3103448,117300.0
84.0,0.0,0.529661,0.7619048,0.0,0.0,6.3278689,0.0,38800.0
281.0,0.0014925,0.5432836,0.6939502,0.0071174,0.0606061,6.227027,0.5,38400.0
819.0,0.0004011,0.4608905,0.7741148,0.035409,0.0837696,5.1469697,0.625,14999.0
1611.0,0.0024155,0.5373054,0.7063935,0.0043451,0.25,5.9992837,0.25,56000.0
132.0,0.0,0.4908136,0.8106061,0.0,0.2222222,5.9646018,1.0,32300.0
212.0,0.0019342,0.4332689,0.6886792,0.0,0.025,5.4724409,1.0,14999.0
3214.0,0.0015372,0.4763835,0.6185439,0.0771624,0.1231527,6.1082326,0.64,30700.0
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719.0,0.0,0.474873,0.6912378,0.0472879,0.060241,5.8927739,0.6,27200.0
539.0,0.0056726,0.5575365,0.6289425,0.0,0.1904762,6.7637795,0.25,114600.0
244.0,0.0,0.4581081,0.7540984,0.0,0.0909091,5.4372093,1.0,22000.0
825.0,0.0008945,0.4865832,0.7309091,0.0024242,0.1764706,5.6816479,0.1666667,66300.0
7477.0,0.0030801,0.4801335,0.6957336,0.0017387,0.2298507,6.484452,0.3766234,41400.0
59.0,0.0,0.4193548,0.7288136,0.0,0.125,6.7678571,1.0,14999.0
339.0,0.001218,0.4835566,0.6932153,0.0,0.1807229,5.5708812,0.8666667,14999.0
1198.0,0.0498378,0.5485108,0.884808,0.0050083,0.64,8.8155844,0.09375,274600.0
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1499.0,0.0087998,0.589098,0.7898599,0.0013342,0.0406977,6.6755358,0.4285714,74500.0
8150.0,0.0040531,0.458095,0.7398773,0.0500613,0.1605166,5.7224534,0.4310345,35300.0
51.0,0.0,0.3963964,0.6078431,0.0,0.0,5.4736842,0.0,14999.0
235.0,0.0,0.4507042,0.6723404,0.0,0.025,5.49,1.0,14999.0
928.0,0.003367,0.5031265,0.5635776,0.0010776,0.0952381,5.7477273,0.0,57200.0
587.0,0.0006707,0.4587525,0.6592845,0.0017036,0.0714286,6.0361757,0.5,27700.0
3926.0,0.0078784,0.3119222,0.5101885,0.0081508,0.1278195,6.5533371,0.2058824,40500.0
231.0,0.0032362,0.4822006,0.7835498,0.1645022,0.1538462,6.0752688,0.25,28600.0
1957.0,0.0089526,0.4364369,0.5881451,0.0020439,0.19,5.2844677,0.3157895,147800.0
109.0,0.0,0.4918033,0.6605505,0.0,0.1875,5.5384615,0.3333333,32500.0
1578.0,0.0103394,0.5625983,0.7712294,0.004436,0.5064935,5.8901903,0.4358974,79400.0
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152.0,0.0,0.4605911,0.75,0.0263158,0.3333333,6.0396825,0.0,31300.0
812.0,0.0036815,0.4638748,0.7758621,0.0,0.0816327,5.5232775,0.6666667,32900.0
632.0,0.0077987,0.315491,0.7610759,0.2120253,0.1276596,6.3302752,0.6666667,53100.0
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88.0,0.0,0.5103734,0.7954545,0.0,0.1428571,5.9350649,1.0,14999.0
3845.0,0.0031423,0.4594214,0.6447334,0.0364109,0.1506849,6.3502258,0.6909091,26800.0
119.0,0.0035971,0.471223,0.6890756,0.0,0.1071429,5.8080808,1.0,21000.0
1028.0,0.0011516,0.4429942,0.7227626,0.0,0.2162162,6.4017857,0.625,41900.0
317.0,0.0,0.482024,0.7129338,0.0,0.1020408,5.7894737,1.0,19200.0
2801.0,0.0074897,0.5149795,0.7950732,0.0035702,0.5486111,5.4812606,0.1518987,67400.0
1024.0,0.0004696,0.3721531,0.8818359,0.9853516,0.3606557,5.8329519,0.5,30500.0
841.0,0.005386,0.532316,0.7312723,0.0023781,0.5,5.1291291,0.6885246,39400.0
455.0,0.014885,0.5270636,0.7802198,0.5274725,0.4285714,6.8984375,0.0,136400.0
10667.0,0.0242059,0.6103436,0.5966064,0.0325302,0.1458853,6.1550281,0.4358974,68700.0
941.0,0.0063358,0.4780887,0.8140276,0.0042508,0.1969697,6.2860792,0.4615385,110400.0
600.0,0.0028329,0.5444759,0.8716667,0.0033333,0.1176471,6.2140221,0.0,51500.0
1675.0,0.1243764,0.5140203,0.8776119,0.1367164,0.3103448,5.6940767,0.8148148,38600.0
39.0,0.0,0.4941176,0.6410256,0.0,0.0,5.8235294,0.0,14999.0
666.0,0.0029586,0.4846154,0.6636637,0.0,0.1166667,7.1027569,0.5714286,27600.0
45.0,0.0,0.3481481,0.7777778,0.0,0.047619,6.1538462,1.0,27500.0
673.0,0.0028233,0.4771316,0.7518574,0.0,0.203125,5.6591376,0.7692308,30100.0
393.0,0.0,0.5139442,0.7455471,0.1501272,0.0576923,5.7155172,0.5,53300.0
582.0,0.0006964,0.4874652,0.6649485,0.0068729,0.1395349,6.7901907,0.6666667,56500.0
537.0,0.0037879,0.4861111,0.8156425,0.0,0.4166667,6.0672451,0.0,49900.0
166.0,0.0,0.5411765,0.7891566,0.0,0.5,6.4820144,0.0,45200.0
11788.0,0.0063106,0.5710775,0.6886664,0.0743977,0.2732824,6.8266812,0.3240223,75700.0
1346.0,0.0145215,0.5232123,0.8989599,0.1106984,0.0740741,7.6542688,0.0,75500.0
38.0,0.0,0.3883495,0.6578947,0.0,0.4285714,5.7941176,0.6666667,14999.0
159.0,0.0,0.4460784,0.7169811,0.0062893,0.6666667,5.4538462,1.0,32700.0
545.0,0.0015962,0.5027933,0.6899083,0.0,0.125,6.0045872,0.6666667,37800.0
740.0,0.0042061,0.4863302,0.7040541,0.0,0.1142857,6.7124736,0.375,65000.0
11.0,0.0,0.56,0.4545455,0.0,0.2,6.4444444,1.0,14999.0
356.0,0.0,0.4682003,0.5814607,0.0,0.0933333,5.8023715,0.4285714,14999.0
135.0,0.0,0.4857955,0.7555556,0.0074074,0.2,5.6979167,0.5,16600.0
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