my program - Githubissues

GoogleCodeExporter commented 9 years ago

/*
* To change this template, choose Tools | Templates
* and open the template in the editor.
*/
package javaapplication2;

import java.io.*;
import java.util.*;
import java.lang.*;
import org.encog.neural.activation.ActivationLinear;
import org.encog.neural.activation.ActivationTANH;
import org.encog.neural.activation.ActivationSIN;
import org.encog.neural.networks.synapse.*;
import org.encog.neural.networks.layers.Layer;
import org.encog.neural.activation.ActivationSigmoid;
import org.encog.neural.data.NeuralData;
import org.encog.neural.data.NeuralDataPair;
import org.encog.neural.data.NeuralDataSet;
import org.encog.neural.data.basic.BasicNeuralDataSet;
import org.encog.neural.networks.BasicNetwork;
import org.encog.neural.networks.*;
import org.encog.neural.networks.layers.BasicLayer;
import org.encog.neural.networks.logic.FeedforwardLogic;
import org.encog.neural.networks.training.Train;
import org.encog.neural.networks.training.propagation.back.Backpropagation;

/**
*
* @author Administrator
*/
public class NewClass {

double[][] FIN = null;
double[][] FOU = null;
boolean data = false;

NewClass(String str) {
try {

FileReader fr = new FileReader(str);

BufferedReader br = new BufferedReader(fr);
String myreadline;

Vector v = new Vector();
while (br.ready()) {
myreadline = br.readLine();
v.addElement(myreadline);
}
br.close();

if (v.size() > 0) {
data = true;
FIN = new double[v.size()][11];
FOU = new double[v.size()][1];
String[] sS;
String line;
for (int i = 0; i < v.size(); i++) {
line = (String) v.elementAt(i);
sS = line.split(",");
for(String ff:sS)
{
System.out.print(ff);
System.out.print(",");
}
System.out.println("");
FIN[i][0] = Double.parseDouble(sS[0]);
FIN[i][1] = Double.parseDouble(sS[1]);
FIN[i][2] = Double.parseDouble(sS[2]);
FIN[i][3] = Double.parseDouble(sS[3]);
FIN[i][4] = Double.parseDouble(sS[4]);
FIN[i][5] = Double.parseDouble(sS[5]);
FIN[i][6] = Double.parseDouble(sS[6]);
FIN[i][7] = Double.parseDouble(sS[7]);
FIN[i][8] = Double.parseDouble(sS[8]);
FIN[i][9] = Double.parseDouble(sS[9]);
FIN[i][10] = Double.parseDouble(sS[10]);
FOU[i][0] = Double.parseDouble(sS[11]);
}
}
} catch (IOException e) {
}

}

// synchronized void run() {
void run() {
if (data) {

BasicNetwork network = new BasicNetwork();
Layer inputLayer = new BasicLayer(new ActivationLinear(), true, 11);
Layer hiddenLayer = new BasicLayer(new ActivationSIN(), true, 18);
Layer outputLayer = new BasicLayer(new ActivationTANH(), true, 1);

Synapse synapseInputToHidden = new WeightedSynapse(inputLayer, hiddenLayer);
Synapse synapseHiddenToOutput = new WeightedSynapse(hiddenLayer, outputLayer);

inputLayer.getNext().add(synapseInputToHidden);
hiddenLayer.getNext().add(synapseHiddenToOutput);

network.tagLayer(BasicNetwork.TAG_INPUT, inputLayer);
network.tagLayer(BasicNetwork.TAG_OUTPUT, outputLayer);

network.setLogic(new FeedforwardLogic());
network.getStructure().finalizeStructure();
network.reset();
NeuralDataSet trainingSet =
new BasicNeuralDataSet(FIN, FOU);
// train the neural network
final Train train =
new Backpropagation(network, trainingSet, 0.7, 0.8);
int epoch = 1;
do {
train.iteration();
System.out.println("Epoch #" + epoch + " Error:" + train.getError());
epoch++;
} while (train.getError() > 0.01);
}
}
}

Original issue reported on code.google.com by tangmingjiali2@gmail.com on 20 Apr 2010 at 11:34

GoogleCodeExporter commented 9 years ago

run：
/root/NetBeansProjects/JavaApplication2
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13.150,13.580,13.350,-12.850,15.089,13.970,18.648,610500.000,0.000,6.217,16.385,
12.950,
12.950,13.350,13.150,-12.500,14.800,13.570,7.980,294000.000,0.000,4.145,12.305,1
1.860,
11.860,13.150,12.950,-17.375,14.354,12.978,0.000,327200.000,0.000,2.763,9.124,12
.110,
12.110,12.950,11.860,-12.884,13.901,12.684,5.285,439500.000,5.580,3.702,7.317,13
.020,
13.020,11.860,12.110,-4.046,13.569,12.618,22.308,587700.000,28.713,12.039,8.891,
13.760,
13.760,12.110,13.020,3.033,13.355,12.740,38.076,1545400.000,61.489,28.522,15.435
,13.370,
13.370,13.020,13.760,1.311,13.197,12.824,36.190,900200.000,51.014,36.019,22.296,
13.930,
13.930,13.760,13.370,6.271,13.108,13.238,53.829,680200.000,100.000,57.346,33.980
,14.130,
14.130,13.370,13.930,7.346,13.163,13.642,58.590,1007900.000,100.000,71.564,46.50
8,13.560,
13.560,13.930,14.130,2.852,13.184,13.750,54.175,695500.000,74.890,72.673,55.229,
13.930,
13.930,14.130,13.560,5.037,13.262,13.784,59.646,676700.000,91.189,78.845,63.101,
13.540,
13.540,13.560,13.930,1.644,13.321,13.818,69.178,712700.000,74.009,77.233,67.812,
8.890,
8.890,13.930,13.540,-31.741,13.024,12.810,31.663,940500.000,0.000,51.489,62.371,
9.040,
9.040,13.540,8.890,-28.914,12.717,11.792,25.187,626800.000,2.863,35.280,53.340,8
.660,
8.660,8.890,9.040,-29.485,12.281,10.812,16.710,276400.000,0.000,23.520,43.400,8.
550,
8.550,9.040,8.660,-27.296,11.760,9.736,17.344,422900.000,0.000,15.680,34.160,8.7
90,
8.790,8.660,8.550,-22.226,11.302,8.786,13.598,401000.000,4.301,11.887,26.736,8.5
80,
8.580,8.550,8.790,-20.312,10.767,8.724,10.750,218900.000,0.538,8.104,20.525,8.78
0,
8.780,8.790,8.580,-14.191,10.232,8.672,14.328,282100.000,4.275,6.828,15.959,9.58
0,
9.580,8.580,8.780,-2.583,9.834,8.856,19.495,767400.000,19.145,10.933,14.284,9.59
0,
9.590,8.780,9.580,2.021,9.400,9.064,20.741,688500.000,20.842,14.236,14.268,9.970
,
9.970,9.580,9.590,10.251,9.043,9.300,71.774,496500.000,100.000,42.824,23.787,10.
270,
10.270,9.590,9.970,11.861,9.181,9.638,73.384,1004600.000,100.000,61.883,36.485,1
0.800,
10.800,9.970,10.270,15.422,9.357,10.042,88.489,1423400.000,100.000,74.588,49.186
,11.120,
11.120,10.270,10.800,15.797,9.603,10.350,92.977,1428600.000,100.000,83.059,60.47
7,10.530,
......

Epoch #1 Error:21.27658552555636
Epoch #2 Error:20.21982186570871
Epoch #3 Error:20.21982186570871
Epoch #4 Error:20.21982186570871
Epoch #5 Error:20.21982186570871
Epoch #6 Error:20.21982186570871
Epoch #7 Error:20.21982186570871
Epoch #8 Error:20.21982186570871
Epoch #9 Error:20.21982186570871
Epoch #10 Error:20.21982186570871
Epoch #11 Error:20.21982186570871
Epoch #12 Error:20.21982186570871
Epoch #13 Error:20.21982186570871
Epoch #14 Error:20.21982186570871
Epoch #15 Error:20.21982186570871
Epoch #16 Error:20.21982186570871
Epoch #17 Error:20.21982186570871
Epoch #18 Error:20.21982186570871
Epoch #19 Error:20.21982186570871
Epoch #20 Error:20.21982186570871
Epoch #21 Error:20.21982186570871
Epoch #22 Error:20.21982186570871
Epoch #23 Error:20.21982186570871
Epoch #24 Error:20.21982186570871
Epoch #25 Error:20.21982186570871
Epoch #26 Error:20.21982186570871
Epoch #27 Error:20.21982186570871
Epoch #28 Error:20.21982186570871
Epoch #29 Error:20.21982186570871
Epoch #30 Error:20.21982186570871
Epoch #31 Error:20.21982186570871
Epoch #32 Error:20.21982186570871
Epoch #33 Error:20.21982186570871
Epoch #34 Error:20.21982186570871
Epoch #35 Error:20.21982186570871
Epoch #36 Error:20.21982186570871
Epoch #37 Error:20.21982186570871
Epoch #38 Error:20.21982186570871
Epoch #39 Error:20.21982186570871
Epoch #40 Error:20.21982186570871
Epoch #41 Error:20.21982186570871
Epoch #42 Error:20.21982186570871
Epoch #43 Error:20.21982186570871
Epoch #44 Error:20.21982186570871
Epoch #45 Error:20.21982186570871
Epoch #46 Error:20.21982186570871
Epoch #47 Error:20.21982186570871
Epoch #48 Error:20.21982186570871
Epoch #49 Error:20.21982186570871
Epoch #50 Error:20.21982186570871
Epoch #51 Error:20.21982186570871
Epoch #52 Error:20.21982186570871
Epoch #53 Error:20.21982186570871
Epoch #54 Error:20.21982186570871
Epoch #55 Error:20.21982186570871
Epoch #56 Error:20.21982186570871
Epoch #57 Error:20.21982186570871
Epoch #58 Error:20.21982186570871
Epoch #59 Error:20.21982186570871
Epoch #60 Error:20.21982186570871
Epoch #61 Error:20.21982186570871
Epoch #62 Error:20.21982186570871
Epoch #63 Error:20.21982186570871
Epoch #64 Error:20.21982186570871
Epoch #65 Error:20.21982186570871
Epoch #66 Error:20.21982186570871
Epoch #67 Error:20.21982186570871
Epoch #68 Error:20.21982186570871
Epoch #69 Error:20.21982186570871
Epoch #70 Error:20.21982186570871
Epoch #71 Error:20.21982186570871
Epoch #72 Error:20.21982186570871
Epoch #73 Error:20.21982186570871
Epoch #74 Error:20.21982186570871
Epoch #75 Error:20.21982186570871
Epoch #76 Error:20.21982186570871
Epoch #77 Error:20.21982186570871
Epoch #78 Error:20.21982186570871
Epoch #79 Error:20.21982186570871
Epoch #80 Error:20.21982186570871
Epoch #81 Error:20.21982186570871
Epoch #82 Error:20.21982186570871
Epoch #83 Error:20.21982186570871
Epoch #84 Error:20.21982186570871
Epoch #85 Error:20.21982186570871
Epoch #86 Error:20.21982186570871
Epoch #87 Error:20.21982186570871
Epoch #88 Error:20.21982186570871
Epoch #89 Error:20.21982186570871
Epoch #90 Error:20.21982186570871
Epoch #91 Error:20.21982186570871
Epoch #92 Error:20.21982186570871
Epoch #93 Error:20.21982186570871
Epoch #94 Error:20.21982186570871
Epoch #95 Error:20.21982186570871
Epoch #96 Error:20.21982186570871
Epoch #97 Error:20.21982186570871
Epoch #98 Error:20.21982186570871
Epoch #99 Error:20.21982186570871
Epoch #100 Error:20.21982186570871
Epoch #101 Error:20.21982186570871
Epoch #102 Error:20.21982186570871
Epoch #103 Error:20.21982186570871
Epoch #104 Error:20.21982186570871
Epoch #105 Error:20.21982186570871
Epoch #106 Error:20.21982186570871
Epoch #107 Error:20.21982186570871
Epoch #108 Error:20.21982186570871
Epoch #109 Error:20.21982186570871
Epoch #110 Error:20.21982186570871
Epoch #111 Error:20.21982186570871
Epoch #112 Error:20.21982186570871
Epoch #113 Error:20.21982186570871
Epoch #114 Error:20.21982186570871
Epoch #115 Error:20.21982186570871
Epoch #116 Error:20.21982186570871
Epoch #117 Error:20.21982186570871
Epoch #118 Error:20.21982186570871
Epoch #119 Error:20.21982186570871
Epoch #120 Error:20.21982186570871
Epoch #121 Error:20.21982186570871
Epoch #122 Error:20.21982186570871
Epoch #123 Error:20.21982186570871
Epoch #124 Error:20.21982186570871
Epoch #125 Error:20.21982186570871
Epoch #126 Error:20.21982186570871
Epoch #127 Error:20.21982186570871
Epoch #128 Error:20.21982186570871
Epoch #129 Error:20.21982186570871
Epoch #130 Error:20.21982186570871
Epoch #131 Error:20.21982186570871
Epoch #132 Error:20.21982186570871
Epoch #133 Error:20.21982186570871
Epoch #134 Error:20.21982186570871
Epoch #135 Error:20.21982186570871
Epoch #136 Error:20.21982186570871
Epoch #137 Error:20.21982186570871
Epoch #138 Error:20.21982186570871
Epoch #139 Error:20.21982186570871
Epoch #140 Error:20.21982186570871
Epoch #141 Error:20.21982186570871
Epoch #142 Error:20.21982186570871
Epoch #143 Error:20.21982186570871
Epoch #144 Error:20.21982186570871
Epoch #145 Error:20.21982186570871
Epoch #146 Error:20.21982186570871
Epoch #147 Error:20.21982186570871
Epoch #148 Error:20.21982186570871
Epoch #149 Error:20.21982186570871

生成已停止（总时间：7 秒）

Original comment by tangmingjiali2@gmail.com on 20 Apr 2010 at 11:35

GoogleCodeExporter commented 9 years ago

Not totally sure what is being reported here.  Other than it looks like the 
data is failing to converge, which is not likely a defect.

Original comment by heatonre...@gmail.com on 14 Aug 2010 at 2:09

Changed state: WontFix

songcser / encog-java

my program #35