public static void Predict(PredictionModel <NumberData, NumberPrediction> model,
BigInteger n,
out string trueValue,
out string predictedValue)
{
string str = ConvertBigIntegerToBinary(n);
BigInteger t = new BigInteger(Int32.MaxValue);
BigInteger v = t * t;
string val = ConvertBigIntegerToBinary(v);
while (str.Length < val.Length)
{
str = "0," + str;
}
NumberData nd = CreateNumberDataFromBinary(str);
bool tval = IsPrimeMillerRabin(n);
NumberPrediction np = model.Predict(nd);
trueValue = tval ? "Prime" : "NotPrime";
predictedValue = np.PredictedLabel;
/*DEBUG
* Console.WriteLine("Number: {0}. Is it Prime?", n);
* Console.WriteLine("True Value: {0}", trueValue);
* Console.WriteLine("Predicted Value: {0}", np.PredictedLabel);
*/
}
public static NumberData CreateNumberDataFromBinary(string bi)
{
string[] b = bi.Split(',');
NumberData nd = new NumberData();
nd.b0 = (float)Convert.ToInt32(b[0]);
nd.b1 = (float)Convert.ToInt32(b[1]);
nd.b2 = (float)Convert.ToInt32(b[2]);
nd.b3 = (float)Convert.ToInt32(b[3]);
nd.b4 = (float)Convert.ToInt32(b[4]);
nd.b5 = (float)Convert.ToInt32(b[5]);
nd.b6 = (float)Convert.ToInt32(b[6]);
nd.b7 = (float)Convert.ToInt32(b[7]);
nd.b8 = (float)Convert.ToInt32(b[8]);
nd.b9 = (float)Convert.ToInt32(b[9]);
nd.b10 = (float)Convert.ToInt32(b[10]);
nd.b11 = (float)Convert.ToInt32(b[11]);
nd.b12 = (float)Convert.ToInt32(b[12]);
nd.b13 = (float)Convert.ToInt32(b[13]);
nd.b14 = (float)Convert.ToInt32(b[14]);
nd.b15 = (float)Convert.ToInt32(b[15]);
nd.b16 = (float)Convert.ToInt32(b[16]);
nd.b17 = (float)Convert.ToInt32(b[17]);
nd.b18 = (float)Convert.ToInt32(b[18]);
nd.b19 = (float)Convert.ToInt32(b[19]);
nd.b20 = (float)Convert.ToInt32(b[20]);
nd.b21 = (float)Convert.ToInt32(b[21]);
nd.b22 = (float)Convert.ToInt32(b[22]);
nd.b23 = (float)Convert.ToInt32(b[23]);
nd.b24 = (float)Convert.ToInt32(b[24]);
nd.b25 = (float)Convert.ToInt32(b[25]);
nd.b26 = (float)Convert.ToInt32(b[26]);
nd.b27 = (float)Convert.ToInt32(b[27]);
nd.b28 = (float)Convert.ToInt32(b[28]);
nd.b29 = (float)Convert.ToInt32(b[29]);
nd.b30 = (float)Convert.ToInt32(b[30]);
nd.b31 = (float)Convert.ToInt32(b[31]);
nd.b32 = (float)Convert.ToInt32(b[32]);
nd.b33 = (float)Convert.ToInt32(b[33]);
nd.b34 = (float)Convert.ToInt32(b[34]);
nd.b35 = (float)Convert.ToInt32(b[35]);
nd.b36 = (float)Convert.ToInt32(b[36]);
nd.b37 = (float)Convert.ToInt32(b[37]);
nd.b38 = (float)Convert.ToInt32(b[38]);
nd.b39 = (float)Convert.ToInt32(b[39]);
nd.b40 = (float)Convert.ToInt32(b[40]);
nd.b41 = (float)Convert.ToInt32(b[41]);
nd.b42 = (float)Convert.ToInt32(b[42]);
nd.b43 = (float)Convert.ToInt32(b[43]);
nd.b44 = (float)Convert.ToInt32(b[44]);
nd.b45 = (float)Convert.ToInt32(b[45]);
nd.b46 = (float)Convert.ToInt32(b[46]);
nd.b47 = (float)Convert.ToInt32(b[47]);
nd.b48 = (float)Convert.ToInt32(b[48]);
nd.b49 = (float)Convert.ToInt32(b[49]);
nd.b50 = (float)Convert.ToInt32(b[50]);
nd.b51 = (float)Convert.ToInt32(b[51]);
nd.b52 = (float)Convert.ToInt32(b[52]);
nd.b53 = (float)Convert.ToInt32(b[53]);
nd.b54 = (float)Convert.ToInt32(b[54]);
nd.b55 = (float)Convert.ToInt32(b[55]);
nd.b56 = (float)Convert.ToInt32(b[56]);
nd.b57 = (float)Convert.ToInt32(b[57]);
nd.b58 = (float)Convert.ToInt32(b[58]);
nd.b59 = (float)Convert.ToInt32(b[59]);
nd.b60 = (float)Convert.ToInt32(b[60]);
nd.b61 = (float)Convert.ToInt32(b[61]);
nd.b62 = (float)Convert.ToInt32(b[62]);
nd.b63 = (float)Convert.ToInt32(b[63]);
nd.b64 = (float)Convert.ToInt32(b[64]);
nd.b65 = (float)Convert.ToInt32(b[65]);
nd.b66 = (float)Convert.ToInt32(b[66]);
nd.b67 = (float)Convert.ToInt32(b[67]);
nd.b68 = (float)Convert.ToInt32(b[68]);
nd.b69 = (float)Convert.ToInt32(b[69]);
nd.b70 = (float)Convert.ToInt32(b[70]);
nd.b71 = (float)Convert.ToInt32(b[71]);
nd.b72 = (float)Convert.ToInt32(b[72]);
nd.b73 = (float)Convert.ToInt32(b[73]);
nd.b74 = (float)Convert.ToInt32(b[74]);
nd.b75 = (float)Convert.ToInt32(b[75]);
if (b.Length > 76)
{
nd.Label = b[76];
}
return(nd);
}