segment_train.arff

Java语言实现的支持向量机的源码。对研究人工智能的朋友有用。

@relation segment_train
@attribute region-centroid-col numeric
@attribute region-centroid-row numeric
@attribute short-line-density-5 numeric
@attribute short-line-density-2 numeric
@attribute vedge-mean numeric
@attribute vegde-sd numeric
@attribute hedge-mean numeric
@attribute hedge-sd numeric
@attribute intensity-mean numeric
@attribute rawred-mean numeric
@attribute rawblue-mean numeric
@attribute rawgreen-mean numeric
@attribute exred-mean numeric
@attribute exblue-mean numeric
@attribute exgreen-mean numeric
@attribute value-mean numeric
@attribute saturation-mean numeric
@attribute hue-mean numeric
@attribute class {brickface,sky,foliage,cement,window,path,grass}
@data
0.583333,0.432773,0,0,0.019608,0.000482,0.04277,0.000588,0.043524,0.052805,0.051149,0.026016,0.932406,0.179707,0.446855,0.05189,0.544733,0.262845,brickface
0.742063,0.504202,0,0,0.013072,0.000269,0.01833,0.000075,0.047481,0.061881,0.05189,0.028455,0.968191,0.165037,0.43384,0.056338,0.53858,0.306798,brickface
0.392857,0.411765,0,0,0.063181,0.000915,0.059063,0.000787,0.141915,0.146864,0.166049,0.110569,0.870775,0.292176,0.314535,0.166049,0.391701,0.185755,brickface
0.376984,0.298319,0,0,0.058824,0.001288,0.059063,0.002198,0.169877,0.174917,0.200148,0.131707,0.862823,0.331296,0.253796,0.200148,0.398791,0.182542,brickface
0.626984,0.411765,0,0,0.017429,0.000075,0.022403,0.000146,0.042205,0.056931,0.04596,0.023577,0.972167,0.160147,0.438178,0.051149,0.581349,0.316412,brickface
0.269841,0.260504,0.333333,0,0.082789,0.001419,0.05499,0.002127,0.161963,0.163366,0.1957,0.123577,0.838966,0.345966,0.253796,0.1957,0.423501,0.174614,brickface
0.761905,0.542017,0.333333,0,0.015251,0.000063,0.063136,0.000146,0.034292,0.05033,0.034841,0.017886,0.984095,0.14181,0.457701,0.045219,0.646164,0.352827,brickface
0.051587,0.407563,0,0,0.067538,0.005397,0.09776,0.000983,0.127671,0.140264,0.143069,0.098373,0.930417,0.2445,0.334058,0.143069,0.368848,0.229322,brickface
0.384921,0.445378,0.666667,0,0.056645,0.000523,0.093686,0.005373,0.153786,0.158415,0.182357,0.117886,0.864811,0.317848,0.275489,0.182357,0.408211,0.186212,brickface
0.428571,0.47479,0,0,0.03268,0.000213,0.02444,0.000342,0.051965,0.065181,0.054855,0.035772,0.95825,0.158925,0.455532,0.059303,0.450309,0.308852,brickface
0.071429,0.563025,0,0,0.008715,0.000075,0.01833,0.000075,0.029544,0.028878,0.044477,0.013821,0.864811,0.211492,0.464208,0.046701,0.713228,0.205259,brickface
0.111111,0.365546,0,0,0.087146,0.001374,0.09776,0.003506,0.146927,0.155115,0.170497,0.113008,0.892644,0.290954,0.292841,0.170497,0.394331,0.197136,brickface
0.269841,0.302521,0.333333,0,0.122004,0.008276,0.144603,0.009082,0.15273,0.151814,0.187546,0.115447,0.82505,0.348411,0.264643,0.187546,0.437404,0.171295,brickface
0.571429,0.369748,0.333333,0,0.021786,0.00012,0.059063,0.000574,0.159852,0.160066,0.194959,0.121138,0.831014,0.352078,0.251627,0.194959,0.432819,0.168634,brickface
0.5,0.453782,0,0,0.06536,0.000807,0.07332,0.002351,0.164601,0.160891,0.200889,0.128455,0.801193,0.359414,0.271149,0.200889,0.415524,0.15639,brickface
0.539683,0.222689,0,0,0.102396,0.003066,0.107943,0.003737,0.202322,0.188118,0.255003,0.158536,0.713718,0.452323,0.201736,0.255003,0.430558,0.137172,brickface
0.051587,0.508403,0,0,0.015251,0.000063,0.014257,0.000061,0.037721,0.05033,0.041512,0.021138,0.95825,0.158925,0.455532,0.046701,0.587302,0.309044,brickface
0.40873,0.466387,0,0,0.023965,0.000153,0.02444,0.000299,0.044052,0.056931,0.048925,0.026016,0.95825,0.166259,0.442516,0.052632,0.550044,0.30071,brickface
0.702381,0.483193,0,0,0.017429,0.000344,0.032587,0.0002,0.042205,0.058581,0.042995,0.025203,0.984095,0.145477,0.451193,0.052632,0.563713,0.344315,brickface
0.865079,0.508403,0,0,0.010893,0.000108,0.02444,0.000428,0.033764,0.047855,0.034841,0.018699,0.970179,0.144255,0.468547,0.042995,0.603704,0.342625,brickface
0.587302,0.436975,0.666667,0,0.03268,0.000258,0.03666,0.000428,0.151148,0.156765,0.175685,0.118699,0.872763,0.297066,0.303688,0.175685,0.382629,0.187038,brickface
0.607143,0.483193,0,0,0.019608,0.000303,0.01222,0.000043,0.042469,0.054455,0.048184,0.02439,0.952286,0.169927,0.442516,0.051149,0.563713,0.292008,brickface
0.293651,0.193277,0,0,0.041395,0.000781,0.107943,0.002455,0.178582,0.165841,0.229058,0.135772,0.73161,0.433986,0.21475,0.229058,0.459427,0.138768,brickface
0.293651,0.226891,0,0,0.056645,0.001016,0.06721,0.001486,0.158534,0.167492,0.186064,0.119512,0.894632,0.314181,0.249458,0.186064,0.414836,0.196202,brickface
0.083333,0.432773,0,0,0.015251,0.000108,0.01222,0.000128,0.040095,0.05033,0.046701,0.022764,0.940358,0.173594,0.449024,0.048925,0.575397,0.274575,brickface
0.357143,0.428571,0.333333,0,0.067538,0.001453,0.142566,0.002722,0.141915,0.15264,0.16086,0.110569,0.912525,0.266504,0.314535,0.16086,0.375321,0.211651,brickface
0.321429,0.403361,0.333333,0,0.028322,0.000243,0.04888,0.00077,0.126616,0.142739,0.140104,0.095935,0.956262,0.234719,0.323211,0.140104,0.376024,0.241957,brickface
0.496032,0.029412,0,0,0.039216,0.001203,0.04277,0.001106,0.901351,0.858911,0.949589,0.890244,0.294234,0.649144,0.310195,0.949589,0.187293,0.048128,sky
0.551587,0.02521,0.333333,0,0.041394,0.000556,0.069246,0.00191,0.785545,0.725246,0.86879,0.753657,0.200795,0.786064,0.169198,0.86879,0.249895,0.05987,sky
0.313492,0.113445,0,0,0.023965,0.000579,0.026477,0.000743,0.788451,0.71452,0.860637,0.782113,0.101392,0.732274,0.373103,0.860637,0.254051,0.028466,sky
0.72619,0.130252,0,0,0.019608,0.000123,0.03666,0.000727,0.705093,0.631187,0.810226,0.6626,0.127236,0.869193,0.101954,0.810226,0.300019,0.061675,sky
0.059524,0.159664,0,0,0.028322,0.000447,0.03055,0.000695,0.875761,0.821783,0.939215,0.859344,0.218688,0.716381,0.273318,0.939215,0.213813,0.04768,sky
0.22619,0.02521,0,0,0.063181,0.000422,0.05499,0.001229,0.925353,0.898513,0.951818,0.922761,0.399602,0.5489,0.373103,0.951818,0.151812,0.045781,sky
0.611111,0.058824,0,0,0.041395,0.000243,0.052953,0.000242,0.979431,0.984324,0.977764,0.976417,0.612326,0.426651,0.357918,0.977764,0.098472,0.081551,sky
0.02381,0.021008,0,0,0.050109,0.000736,0.034623,0.00036,0.987344,0.990094,0.984435,0.987802,0.594433,0.422983,0.383948,0.984435,0.096352,0.069036,sky
0.301587,0.096639,0,0,0.021787,0.000174,0.038697,0.000622,0.797154,0.729371,0.86953,0.784549,0.143141,0.735941,0.321042,0.86953,0.24634,0.037187,sky
0.257937,0.117647,0,0,0.023965,0.00033,0.014257,0.000315,0.781329,0.706269,0.859896,0.769103,0.095427,0.761614,0.327549,0.859896,0.262046,0.033985,sky
0.472222,0.256303,0,0,0.013072,0.00009,0.01833,0.000075,0.725405,0.661714,0.822088,0.682112,0.194831,0.833741,0.091107,0.822088,0.276784,0.067941,sky
0.384921,0.117647,0,0,0.067538,0.000781,0.040733,0.000841,0.976789,0.970297,0.982207,0.977237,0.530816,0.46088,0.386117,0.982207,0.112421,0.059096,sky
0.968254,0.336134,0.333333,0,0.11329,0.003929,0.071283,0.004721,0.614615,0.524751,0.74796,0.556909,0.039761,0.98044,0,0.74796,0.369638,0.065911,sky
0.051587,0.063025,0,0,0.021786,0.000075,0.044806,0.000413,0.786862,0.726896,0.874721,0.749588,0.202783,0.809291,0.125814,0.874721,0.253299,0.064564,sky
0.269841,0.016807,0,0,0.023965,0.000108,0.02444,0.000299,0.927988,0.896864,0.95997,0.923573,0.367792,0.577018,0.357918,0.95997,0.160604,0.046015,sky
0.988095,0.10084,0,0,0.023965,0.000243,0.038696,0.000916,0.683199,0.594883,0.808005,0.633332,0.029822,0.959658,0.047723,0.808005,0.338487,0.060956,sky
0.190476,0.113445,0,0,0.039216,0.000425,0.03055,0.000695,0.89106,0.846533,0.944406,0.876422,0.282307,0.671149,0.284165,0.944406,0.194537,0.050773,sky
0.93254,0.121849,0,0,0.028323,0.000467,0.050916,0.001386,0.963599,0.951317,0.977016,0.960971,0.493041,0.496332,0.364425,0.977016,0.125137,0.056573,sky
0.761905,0.222689,0.333333,0,0.054466,0.001453,0.032586,0.000584,0.677396,0.599009,0.79244,0.628454,0.10338,0.909536,0.056399,0.79244,0.320664,0.065148,sky
0.134921,0.226891,0.333333,0,0.104575,0.001145,0.140529,0.001867,0.755475,0.683992,0.83766,0.735774,0.129224,0.771393,0.273318,0.83766,0.26644,0.042725,sky
0.261905,0.079832,0,0,0.037037,0.001072,0.065173,0.001261,0.898972,0.854783,0.948849,0.8878,0.282307,0.65648,0.310195,0.948849,0.190625,0.047073,sky
0.492063,0.138655,0.333333,0,0.023965,0.000617,0.07943,0.000752,0.887107,0.837458,0.940696,0.877234,0.246521,0.671149,0.323211,0.940696,0.200124,0.04266,sky
0.305556,0.247899,0,0,0.043573,0.001016,0.038697,0.000702,0.894229,0.856431,0.937734,0.883739,0.330019,0.623472,0.316704,0.937734,0.17933,0.049453,sky
0.876984,0.172269,0,0,0.045752,0.000168,0.03666,0.000812,0.95674,0.947196,0.971092,0.950405,0.514911,0.498778,0.336227,0.971092,0.124312,0.065911,sky
0.246032,0,0,0,0.023965,0.000198,0.04277,0.000973,0.941969,0.911716,0.970345,0.940651,0.369782,0.56357,0.37961,0.970345,0.155825,0.042155,sky
0.654762,0.176471,0,0,0.054466,0.000825,0.04277,0.000673,0.883937,0.845708,0.929575,0.871542,0.330019,0.630808,0.303688,0.929575,0.182623,0.051787,sky