static void Main(string[] args)
{
try
{
Console.WriteLine("\nBegin discretization of continuous data demo\n");
double[] rawData = new double[20] {
66, 66, 66, 67, 67, 67, 67, 68, 68, 69,
73, 73, 73, 74, 76, 78,
60, 61, 62, 62
};
Console.WriteLine("Raw data:");
ShowVector(rawData, 2, 10);
Console.WriteLine("\nCreating a discretizer on the raw data");
Discretizer d = new Discretizer(rawData);
Console.WriteLine("\nDiscretizer creation complete");
Console.WriteLine("\nDisplaying internal structure of the discretizer:\n");
Console.WriteLine("-------------------------------------------------------------\n");
Console.WriteLine(d.ToString());
Console.WriteLine("\n-------------------------------------------------------------");
Console.WriteLine("\nGenerating three existing and three new data values");
double[] newData = new double[6] {
62.0, 66.0, 73.0, 59.5, 75.5, 80.5
};
Console.WriteLine("\nData values:");
ShowVector(newData, 2, 10);
Console.WriteLine("\nDiscretizing the data:\n");
for (int i = 0; i < newData.Length; ++i)
{
int cat = d.Discretize(newData[i]);
Console.WriteLine(newData[i].ToString("F2") + " -> " + cat);
}
Console.WriteLine("\n\nEnd discretization demo");
Console.ReadLine();
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
Console.ReadLine();
}
} // Main
static void Main(string[] args)
{
try
{
Console.WriteLine("\nBegin discretization of continuous data demo\n");
double[] rawData = new double[201] {
-4.43
, -3.32
, -21.02
, -8.3
, -0.93
, -6.9
, -99.64
, -26.62
, -142.84
, -333.61
, -28.03
, -40.23
, -42.47
, -1.57
, -19.95
, -28.11
, -36.29
, -108.89
, -16.52
, -261.09
, -42.66
, -5.23
, -396.36
, -2.81
, -1.28
, -23.83
, -203.38
, -0.36
, -0.33
, -16.33
, -3.32
, -253.51
, -1223.71
, -189.94
, -109.62
, -102.67
, -0.3
, -173.17
, -176.43
, -20.77
, -47.2
, -263.82
, -75.19
, -106.05
, -3.47
, -2.12
, -210.15
, -177.82
, -24.05
, -583.58
, -289.49
, -245.2
, -59.24
, -118.86
, -127.46
, -14.45
, -62.07
, -53.96
, -4.78
, -203.45
, -249.04
, -0.53
, -72.5
, -128.96
, -15.87
, -12.14
, -139.81
, -23.79
, -66.03
, -31.48
, -219.96
, -6.88
, -28.38
, -66.75
, -16.07
, -23.66
, -30.77
, -118.85
, -7.68
, -540.6
, -139.45
, -106.76
, -95.58
, -19.58
, -5.4
, -191.51
, -91.17
, -4.72
, -15.94
, -29.84
, -73.87
, -12.43
, -74.36
, -80.12
, -203.8
, -76.21
, -33.3
, -64.43
, -37.57
, -71.77
, -18.76
, -17.47
, -52.66
, -20.71
, -147.04
, -33.77
, -68.13
, -76.47
, -221.01
, -164.31
, -126.43
, -131.33
, -247.11
, -39.98
, -30.1
, -22.29
, -46.53
, -32.6
, -94.26
, -59.1
, -23.65
, -43.63
, -73.16
, -63.13
, -2.56
, -65.76
, -42.34
, -3.19
, -35.94
, -29.7
, -84.8
, -80.85
, -14.04
, -28.05
, -22.32
, -14.96
, -138.98
, -41.48
, -15.48
, -31.36
, -10.63
, -127.72
, -63.65
, -179.51
, -199.79
, -30.56
, -73.66
, -1.9
, -2.44
, -92.64
, -83.95
, -148.3
, -3126.49
, -35.97
, -176
, -53.55
, -117.18
, -118.79
, -101.08
, -5.64
, -176.52
, -165.57
, -480.05
, -457.34
, -0.49
, -50.31
, -18.26
, -249.36
, -21.07
, -70.43
, -95.94
, -22.02
, -220.81
, -8.24
, -15.95
, -119.06
, -197.83
, -230.24
, -208.95
, -41
, -320.38
, -10.33
, -66.1
, -194.74
, -253.84
, -389.49
, -27.94
, -80.45
, -112.62
, -5.52
, -46.77
, -55.81
, -86.96
, -6.51
, -8.1
, -18.92
, -152.86
, -308.77
, -10.28
, -13.36
, -42.84
};
Console.WriteLine("Raw data:");
ShowVector(rawData, 2, 10);
Console.WriteLine("\nCreating a discretizer on the raw data");
Discretizer d = new Discretizer(rawData);
Console.WriteLine("\nDiscretizer creation complete");
Console.WriteLine("\nDisplaying internal structure of the discretizer:\n");
Console.WriteLine("-------------------------------------------------------------\n");
Console.WriteLine(d.ToString());
Console.WriteLine("\n-------------------------------------------------------------");
Console.WriteLine("\nGenerating three existing and three new data values");
double[] newData = new double[1] {
1.0
};
Console.WriteLine("\nData values:");
ShowVector(newData, 2, 10);
Console.WriteLine("\nDiscretizing the data:\n");
for (int i = 0; i < newData.Length; ++i)
{
int cat = d.Discretize(newData[i]);
Console.WriteLine(newData[i].ToString("F2") + " -> " + cat);
}
Console.WriteLine("\n\nEnd discretization demo");
Console.ReadLine();
}
catch (Exception ex)
{
Console.WriteLine(ex.Message);
Console.ReadLine();
}
} // Main
