% A imbalanced version of the Glass data set. where the possitive examples belong to classes 1 and 7 and the negative examples belong to the class 6. (IR: 11.0) @RELATION glass-0-6_vs_5 @ATTRIBUTE RI REAL @ATTRIBUTE Na REAL @ATTRIBUTE Mg REAL @ATTRIBUTE Al REAL @ATTRIBUTE Si REAL @ATTRIBUTE K REAL @ATTRIBUTE Ca REAL @ATTRIBUTE Ba REAL @ATTRIBUTE Fe REAL @ATTRIBUTE class {negative, positive} @DATA 1.51588824,12.87795,3.43036,1.40066,73.282,0.68931,8.04468,0.0,0.1224,negative 1.5176423,12.9777,3.53812,1.21127,73.002,0.65205,8.52888,0.0,0.0,negative 1.52212996,14.20795,3.82099,0.46976,71.77,0.11178,9.5726,0.0,0.0,negative 1.52222108,13.21045,3.7716,0.79076,71.9884,0.13041,10.2452,0.0,0.0,negative 1.51755118,13.39,3.65935,1.1888,72.7892,0.57132,8.27064,0.0,0.0561,negative 1.52099096,13.68925,3.592,1.12139,71.9604,0.08694,9.40044,0.0,0.0,negative 1.51755118,13.1506,3.60996,1.05077,73.2372,0.57132,8.23836,0.0,0.0,negative 1.51910022,13.90205,3.73119,1.17917,72.1228,0.0621,8.89472,0.0,0.0,negative 1.51793844,13.21045,3.47975,1.41029,72.638,0.58995,8.43204,0.0,0.0,negative 1.51898632,13.58285,3.34954,1.23053,72.078,0.58995,8.90548,0.0,0.0,negative 1.51215232,12.991,3.47077,1.12139,72.9796,0.621,8.34596,0.0,0.1581,negative 1.51976084,13.80895,3.57853,1.32041,71.7196,0.11799,8.66876,0.68985,0.0,negative 1.51761952,13.88875,3.60098,1.35893,72.7276,0.47817,7.82948,0.0,0.0,negative 1.51784732,12.67845,3.66833,1.15991,73.1084,0.60858,8.70104,0.0,0.0,negative 1.51720948,13.3767,3.5022,1.15028,72.8508,0.50301,8.43204,0.0,0.0,negative 1.51746006,12.83805,3.5022,1.14065,73.2708,0.5589,8.5504,0.0,0.0,negative 1.52210718,13.72915,3.83895,0.72014,71.7588,0.16767,9.74476,0.0,0.0,negative 1.51823458,12.8713,3.47975,1.29152,72.9516,0.60237,8.43204,0.0,0.0,negative 1.51919134,14.417,3.57853,1.36856,72.078,0.5589,8.30292,0.0,0.0,negative 1.51761952,12.79815,3.65935,1.26905,73.0076,0.60237,8.56116,0.0,0.0,negative 1.51750562,12.81145,3.56955,1.3493,73.0188,0.621,8.59344,0.0,0.0,negative 1.51782454,12.69175,3.53812,1.33967,72.9516,0.57132,8.75484,0.0,0.0,negative 1.51793844,12.7915,3.5022,1.12139,73.03,0.63963,8.7656,0.0,0.0,negative 1.51837126,13.1373,2.84217,1.27868,72.8508,0.55269,9.06688,0.0,0.0,negative 1.5215149,13.05085,3.65037,0.87101,72.218,0.19251,9.85236,0.0,0.0867,negative 1.51595658,12.7915,3.60996,1.61894,72.9684,0.63963,8.0662,0.0,0.1326,negative 1.51734616,13.0176,3.53812,1.68956,72.7276,0.54027,8.4428,0.0,0.0357,negative 1.5177562,12.85135,3.47975,1.23053,72.9684,0.60858,8.56116,0.09135,0.1122,negative 1.51777898,13.21045,3.38995,1.33004,72.7612,0.58995,8.59344,0.0,0.0,negative 1.51755118,13.4831,3.74017,1.16954,72.9908,0.58995,8.03392,0.0,0.0,negative 1.5215149,13.05085,3.65037,0.87101,72.3188,0.19251,9.85236,0.0,0.0867,negative 1.51743728,13.2969,3.60098,1.14065,73.0916,0.57753,8.1738,0.0,0.0,negative 1.515706,12.71835,3.46179,1.56116,73.198,0.67068,8.08772,0.0,0.1224,negative 1.51720948,12.8713,3.47975,1.33004,73.0412,0.5589,8.43204,0.0,0.0,negative 1.51910022,13.88875,3.52914,1.32041,71.8092,0.50922,8.77636,0.11025,0.0,negative 1.51869018,13.1905,3.37199,1.17917,72.722,0.57132,8.83016,0.0,0.0816,negative 1.52171992,13.5097,3.8614,0.88064,71.7924,0.22977,9.54032,0.0,0.0561,negative 1.51755118,12.99765,3.60098,1.35893,72.9908,0.57132,8.39976,0.0,0.0561,negative 1.51761952,12.81145,3.53812,1.23053,73.2372,0.57753,8.389,0.0,0.0,negative 1.51784732,13.7745,3.48873,1.27868,72.862,0.60237,8.48584,0.0,0.0,negative 1.5175284,12.57205,3.47077,1.3814,73.3884,0.60237,8.5504,0.0,0.0306,negative 1.5178701,12.73165,3.43036,1.1888,72.9516,0.621,8.75484,0.0,0.153,negative 1.52320062,13.7225,3.72221,0.51149,71.7476,0.08694,10.568,0.0,0.0816,negative 1.5229956,13.3102,3.57853,0.81965,71.9884,0.11799,10.17516,0.0,0.0153,negative 1.52101374,13.6427,4.49,1.09892,71.7812,0.0621,8.75484,0.0,0.0,negative 1.51750562,12.8181,3.55159,1.49054,72.75,0.54027,8.51812,0.0,0.0969,negative 1.52212996,14.20795,3.82099,0.46976,71.77,0.11178,9.5726,0.0,0.0,negative 1.52666318,13.9885,3.69976,0.71051,71.5684,0.01863,9.82008,0.0,0.051,negative 1.51925968,13.19715,3.33158,1.27868,72.358,0.60237,9.1422,0.0,0.0561,negative 1.52171992,13.4831,3.74017,0.8999,72.0108,0.18009,9.60488,0.0,0.0357,negative 1.51618438,13.52965,3.55159,1.53869,72.9908,0.39123,7.77568,0.0,0.0,negative 1.51761952,12.61195,3.592,1.31078,73.2876,0.57753,8.4966,0.0,0.0,negative 1.51768786,12.55875,3.52016,1.42955,73.1476,0.57132,8.53964,0.0,0.0,negative 1.51796122,12.7383,3.47975,1.3493,72.9572,0.63963,8.67952,0.0,0.0,negative 1.51807512,13.4299,2.86911,1.1888,72.8396,0.55269,9.0346,0.0,0.0,negative 1.5215149,13.11735,3.57853,0.8999,72.2012,0.22977,9.82008,0.0,0.0816,negative 1.5174145,13.2703,3.61894,1.24016,73.0804,0.55269,8.0662,0.0,0.0,negative 1.51748284,12.858,3.56057,1.26905,73.2092,0.54027,8.37824,0.0,0.0867,negative 1.51736894,12.7782,3.61894,1.29152,72.7892,0.58995,8.70104,0.0,0.0,negative 1.51768786,12.65185,3.56057,1.30115,73.0804,0.60858,8.69028,0.0,0.0714,negative 1.51755118,12.7117,3.42138,1.19843,73.198,0.58995,8.63648,0.0,0.0,negative 1.51768786,12.45235,2.71196,1.29152,73.702,0.5589,9.05612,0.0,0.1224,negative 1.51905466,13.6028,3.61894,1.10855,72.638,0.14283,8.75484,0.0,0.0,negative 1.51766508,13.21045,3.69078,1.29152,72.61,0.57132,8.21684,0.0,0.0,negative 1.51566044,13.29025,3.44832,1.21127,72.7388,0.5589,8.57192,0.0,0.0,negative 1.52226664,14.16805,3.81201,0.78113,71.35,0.0,9.69096,0.0,0.0,negative 1.51966972,14.7732,3.74915,0.29,72.022,0.03105,9.00232,0.0,0.0,negative 1.51777898,13.21045,2.81074,1.29152,72.9796,0.50922,9.02384,0.0,0.459,negative 1.5219705,14.3609,3.84793,0.89027,71.3612,0.14904,9.15296,0.0,0.0,negative 1.5190091,13.48975,3.47975,1.3493,71.9492,0.55269,9.00232,0.0,0.0,negative 1.51652608,11.94695,0.0,1.1888,75.1804,2.70135,8.927,0.0,0.0,negative 1.52064926,14.3609,0.0,2.02019,73.422,0.0,8.4428,1.64115,0.0,negative 1.51130946,13.68925,3.20137,1.81154,72.8116,1.75743,5.43,1.1907,0.0,negative 1.51556932,13.8688,0.0,2.54021,73.2316,0.14283,9.4112,0.80955,0.0051,negative 1.5163894,14.36755,0.0,2.73923,72.8508,0.0,9.45424,0.53865,0.0,negative 1.52315506,13.4432,3.34056,1.23053,72.3804,0.60237,8.83016,0.0,0.0,negative 1.51545542,14.14145,0.0,2.68145,73.3884,0.08073,9.06688,0.6111,0.0255,negative 1.5165033,14.38085,0.0,1.93994,73.6124,0.0,8.47508,1.5687,0.0,negative 1.51682222,14.5604,0.0,1.97846,73.2876,0.0,8.51812,1.5687,0.0357,negative 1.51645774,14.93945,0.0,1.86932,73.1084,0.0,8.66876,1.3797,0.0,negative 1.5171867,14.75325,0.0,2.00093,73.0188,0.0,8.52888,1.59075,0.0408,negative 1.5161616,14.95275,0.0,2.27057,73.2988,0.0,8.7118,0.67095,0.0,negative 1.51711836,14.2279,0.0,2.08118,73.3604,0.0,8.61496,1.6695,0.0,negative 1.52365622,15.79065,1.83192,1.31078,70.4316,0.3105,8.61496,1.67895,0.0,negative 1.5151365,14.853,0.0,2.42144,73.7188,0.0,8.389,0.5607,0.0,negative 1.516845,14.9195,0.0,1.9913,73.58,0.0,8.39976,1.59075,0.0,negative 1.51622994,14.2013,0.0,2.79059,73.4612,0.03726,9.04536,0.40005,0.459,negative 1.51531874,14.38085,0.0,2.65898,73.0972,0.03726,9.07764,0.63945,0.0,negative 1.51609326,15.126,0.0,2.51132,73.0524,0.04968,8.83016,0.5292,0.0,negative 1.51830292,14.3875,0.0,1.82117,72.862,1.40967,6.47372,2.8791,0.0,negative 1.51602492,14.853,0.0,2.37971,73.282,0.0,8.75484,0.63945,0.459,negative 1.51727782,14.70005,0.0,2.34119,73.282,0.0,8.94852,0.6615,0.0,negative 1.51622994,14.14145,0.0,2.88047,72.61,0.08073,9.18524,1.06155,0.0,negative 1.51837126,14.321,3.25974,2.21921,71.2492,1.45935,5.78508,1.62855,0.0,negative 1.51657164,14.7998,0.0,1.9913,73.1084,0.0,8.2814,1.71045,0.0,negative 1.51732338,14.95275,0.0,1.7987,72.9908,0.0,8.61496,1.5498,0.0,negative 1.51613882,13.8821,1.77804,1.78907,73.0972,0.0,8.66876,0.75915,0.0,negative 1.51509094,15.15225,0.0,2.25131,73.5004,0.0,8.3352,0.63,0.0,negative 1.52247166,14.85965,2.2001,2.05871,70.258,0.75762,9.75552,0.0,0.0,negative 1.5196925,14.5604,0.0,0.55964,73.478,0.0,11.21888,0.0,0.0,positive 1.51115,17.38,0.0,0.34136,75.41,0.0,6.64588,0.0,0.0,positive 1.51937358,13.789,2.41113,1.1888,72.7612,0.0,9.76628,0.0,0.0,positive 1.51828014,14.46065,2.24051,1.61894,72.3804,0.0,9.26056,0.0,0.0,positive 1.51853072,14.08825,2.19112,1.66067,72.6716,0.0,9.32512,0.0,0.0,positive 1.51299518,14.4008,1.74212,1.53869,74.5476,0.0,7.59276,0.0,0.0,positive 1.51887242,14.99265,0.78126,1.74092,72.498,0.0,9.9492,0.0,0.0,positive 1.51905466,14.0018,2.38868,1.56116,72.3692,0.0,9.5726,0.0,0.0,positive 1.51916856,14.1481,0.0,2.09081,72.7388,0.0,10.88532,0.0,0.0,positive