wine.fbc

BCView - Bayes Classifier Visualization Download xbcview Linux executable (218 kb) wbcview.exe W

/*----------------------------------------------------------------------
  domains
----------------------------------------------------------------------*/
dom(att01) = IR;
dom(att02) = IR;
dom(att03) = IR;
dom(att04) = IR;
dom(att05) = ZZ;
dom(att06) = IR;
dom(att07) = IR;
dom(att08) = IR;
dom(att09) = IR;
dom(att10) = IR;
dom(att11) = IR;
dom(att12) = IR;
dom(att13) = ZZ;
dom(class) = { A, B, C };

/*----------------------------------------------------------------------
  full Bayes classifier
----------------------------------------------------------------------*/
fbc(class) = {
  prob(class) = {
    A: 59,
    B: 71,
    C: 48 };
  prob(att01,att02,att03,att04,att05,att06,att07,att08,att09,att10,att11,att12,att13|class) = {
    A: N([13.7447, 2.01068, 2.45559, 17.0373, 106.339, 2.84017, 2.98237, 0.29, 1.89932, 5.52831, 1.06203, 3.1578, 1115.71],
         [0.21356],
         [-0.0128912, 0.4741],
         [-0.0155994, 0.00410131, 0.0516044],
         [-0.374628, 0.10525, 0.317753, 6.48376],
         [0.773192, 0.573387, 0.912382, 6.37163, 110.228],
         [0.0658974, -0.0194915, 0.000369726, -0.192472, 1.09339, 0.114895],
         [0.0762144, -0.0523516, -0.00636178, -0.29059, 0.514699, 0.108298, 0.158001],
         [0.000506897, -0.00431034, 0.00741379, 0.0539138, 0.174483, -0.000403448, -0.0024931, 0.0049069],
         [0.0585757, -0.0229271, -0.0136186, -0.182198, -0.255456, 0.052188, 0.0898706, -0.00417241, 0.169834],
         [0.233696, -0.219675, -0.0349507, -0.665298, 2.40127, 0.272924, 0.365089, -0.0132276, 0.216776, 1.53406],
         [0.00430742, -0.0336842, 0.00632981, 0.027578, -0.136219, -0.00885725, 0.000364059, 0.00336034, 0.00498934, 0.00407248, 0.0135682],
         [0.011521, 0.0425946, -0.0066185, -0.10702, 0.452312, 0.00643486, -0.0125654, -0.00809138, 0.000457101, -0.082659, -0.0129213, 0.127504],
         [36.9195, -56.8364, -1.48577, -69.0615, -344.004, 22.1502, 33.4995, -0.237931, 12.9784, 161.541, 9.11801, -27.5401, 49071.5]),
    B: N([12.2787, 1.93268, 2.24479, 20.238, 94.5493, 2.25887, 2.08085, 0.363662, 1.63028, 3.08662, 1.05634, 2.78535, 519.507],
         [0.289406],
         [-0.0116708, 1.03138],
         [-0.0364624, 0.0476427, 0.0995196],
         [-0.101423, 0.809397, 0.734715, 11.221],
         [-0.269579, -1.30649, 0.682475, 0.183098, 280.68],
         [-0.01359, 0.0218445, 0.0192941, 0.233729, 0.640342, 0.297419],
         [-0.0145204, 0.0802206, 0.070113, 0.736025, 0.0199577, 0.296728, 0.498014],
         [-0.00454529, 0.0160643, 0.0117222, 0.0758302, -0.403183, -0.0287144, -0.0205803, 0.0153664],
         [-0.0614154, 0.128734, 0.00815864, 0.219503, 3.0037, 0.125617, 0.212147, -0.024001, 0.362486],
         [0.134241, -0.190927, 0.0175793, -0.266027, 0.68074, 0.0852833, 0.247097, 0.00212541, -0.0410762, 0.855494],
         [-0.000221867, -0.0841029, -0.00200221, -0.0522159, 0.424897, 0.00432582, -0.00426829, -0.000847826, -0.00665753, -0.00489684, 0.0411664],
         [-0.0348117, 0.0795983, 0.0251569, 0.635551, -0.633839, 0.131253, 0.203108, -0.0254299, 0.115334, -0.0537831, -0.00533298, 0.246585],
         [3.65137, -35.7978, 2.08096, -7.63956, 1315.85, 1.4513, -13.6026, -2.9756, 11.7763, 14.885, 3.67174, -8.65075, 24715.4]),
    C: N([13.1537, 3.33375, 2.43708, 21.4167, 99.3125, 1.67875, 0.781458, 0.4475, 1.15354, 7.39625, 0.682708, 1.68354, 629.896],
         [0.281156],
         [0.0637218, 1.18354],
         [0.0240005, 0.00362819, 0.0341105],
         [0.251383, 0.208936, 0.316348, 5.09929],
         [-0.485878, -2.07311, 0.424973, 3.92021, 118.602],
         [0.0398175, -0.0624144, 0.0310154, 0.29383, -0.154069, 0.127428],
         [0.0118412, -0.0899077, 0.0150214, 0.179911, 1.81805, 0.0250316, 0.0861446],
         [0.00251171, 0.0192798, -0.00046702, -0.00478724, -0.68367, 0.0144606, -0.0231176, 0.0154106],
         [0.0816311, -0.0993838, 0.0146361, 0.243174, 0.683551, 0.090479, 0.0489586, 0.00872181, 0.167147],
         [0.429338, -0.407798, 0.0534165, 0.838191, 2.62226, 0.277074, 0.248867, 0.00753297, 0.647097, 5.34045],
         [-0.00207208, 0.00992367, 0.00381445, 0.00714539, 0.00573136, -0.00106675, -0.00984446, 0.002175, -0.0197353, -0.150381, 0.0130968],
         [0.0190673, 0.00213325, 0.0113276, 0.0256206, -0.660918, 0.0194705, -0.034318, 0.010358, -0.0143107, -0.0647737, 0.0113434, 0.0740446],
         [-5.43471, 0.364229, -3.13116, -25.6472, 238.012, 1.7637, -8.32538, 2.8891, 9.19825, 32.023, 0.0311394, 6.12591, 13247.3]) };
};

/*----------------------------------------------------------------------
  number of attributes: 14
  number of tuples    : 178
----------------------------------------------------------------------*/