Input data file |
File for storing the input data
File for storing the input data used for training and/or testing learning machines. It is a simple ASCII file. Each line of the file corresponds to an example, storing its attributes and the label of the class. Each attribute must be separated by a separator character (default a comma) and each row must be terminated by a carriage return. The label of the class can be an integer number or a string.
Format of a single line with n attributes:
attribute 1 (double), attribute 2 (double), ... , attribute n (double), class label (unsigned or string)
See also the application dodata and the class patgen Example:
This is a a 6-classes data file generated by the NEURObjects application dodata. Each example has 3 attributes and the label of the class is an integer:
1.87181,2.49247,1.42023,1 1.63181,1.55918,1.70274,1 1.97169,3.01247,1.86947,1 1.78276,1.79857,2.70454,1 2.89509,2.25347,2.21949,1 2.62487,2.02011,1.68876,1 2.73464,2.44683,1.23219,1 1.77609,1.7237,-0.0354173,1 2.05145,1.84728,2.22052,1 2.06513,2.23131,0.733277,1 2.07093,2.12197,3.36588,1 1.26777,2.67512,4.42923,1 2.11719,2.04713,1.79505,1 1.23131,2.36086,2.48361,1 2.84836,1.5555,2.60328,1 2.99356,1.33187,1.24193,1 1.13648,1.65509,1.52948,1 1.14038,2.48071,1.11122,1 1.9341,1.54817,1.75051,1 1.93471,2.20168,1.77502,1 1.45103,4.16558,7.16445,2 2.00057,2.68943,7.83215,2 2.4809,4.9149,10.4818,2 0.93636,3.31856,9.06931,2 1.54006,5.67433,8.69199,2 2.52703,3.66352,8.32718,2 2.50228,2.91274,9.08895,2 1.58893,2.95297,7.82345,2 1.57536,3.04433,8.09714,2 2.06307,3.57451,9.35026,2 1.66427,3.89172,6.42949,2 2.40039,2.6522,6.97105,2 1.83225,2.92566,8.85629,2 1.77573,3.27834,8.35355,2 2.04463,2.75886,7.78835,2 1.71931,3.65737,7.83726,2 1.58042,8.52981,2.8879,3 1.58453,7.20207,3.33641,3 2.24416,8.36355,2.89261,3 1.91709,7.93503,3.03451,3 1.94962,7.96001,2.87389,3 2.31195,9.34391,3.28429,3 1.76065,7.64169,3.22971,3 1.7927,7.97934,3.23529,3 2.23136,7.10347,2.78746,3 2.02013,8.45257,3.22684,3 2.81728,7.96035,3.16159,3 1.38147,7.99635,2.9438,3 1.54987,8.31255,3.29455,3 2.71407,7.729,2.9735,3 2.16549,8.16919,2.86528,3 2.23328,8.28376,3.0556,3 2.2149,8.06539,3.11037,3 1.71058,8.60753,2.83695,3 1.3388,8.64109,2.80563,3 2.83543,7.90481,2.7208,3 2.53864,8.50418,3.08001,3 1.51082,7.94166,2.96659,3 7.88819,6.82498,2.06009,4 8.193,6.40568,1.75851,4 8.05467,9.0863,2.33321,4 7.27384,8.00732,1.61943,4 8.9842,7.40527,2.93925,4 6.92088,7.03394,1.91018,4 7.30953,7.50001,1.55186,4 8.80377,6.99735,1.8795,4 8.27474,7.74522,1.91246,4 6.56861,7.31201,1.55898,4 7.1413,7.5128,1.24824,4 8.25763,8.56675,1.9988,4 9.79646,7.76334,2.75989,4 8.44288,8.98865,1.72116,4 11.4875,8.40983,1.3215,4 8.41063,8.62049,3.24984,4 7.56844,8.97475,1.86534,4 8.76464,10.2409,2.10427,4 9.73439,7.92786,2.07983,4 8.22997,9.1461,1.57278,4 8.71649,8.19517,2.22494,4 8.45382,6.36469,2.60006,4 7.52985,8.48427,2.18179,4 6.77602,0.780241,6.22615,5 7.90808,1.90269,5.78437,5 6.78143,0.956604,5.37599,5 8.95721,1.55649,5.42287,5 6.93872,2.51481,6.19823,5 7.13572,2.1292,6.35729,5 6.76157,1.73407,5.38754,5 8.58988,2.0583,5.43432,5 7.34637,1.60092,5.13182,5 8.65179,2.59193,6.20064,5 7.11099,1.87187,6.05782,5 8.46789,2.2359,6.89738,5 8.14379,1.60473,6.86343,5 7.96259,1.53097,5.39231,5 7.87845,3.20677,5.62288,5 7.39545,2.42842,5.15688,5 7.76687,2.82808,5.83525,5 7.30665,1.83393,6.24493,5 7.63762,7.56929,8.31674,6 5.54567,8.12655,7.33813,6 8.30532,7.87943,7.70142,6 7.8782,7.46724,8.17616,6 8.06212,8.32139,6.94617,6 7.641,8.44833,8.55769,6 9.0415,7.83864,7.82969,6 8.99028,7.14931,7.81043,6 7.69937,8.7298,7.85784,6 7.91683,6.91911,7.92424,6 7.45119,9.06124,7.53976,6 6.67261,7.76272,8.70024,6 9.18597,8.29242,7.96394,6 7.25674,8.4993,7.23147,6 7.88096,8.13427,9.08918,6 7.80092,8.67167,8.3936,6 7.97389,8.00255,8.69711,6
Alphabetic index Hierarchy of classes