public Trainer(Network net, Sample[] cases,
CheckCorrect checkCorrect, Sample[] testCases = null)
{
this.net = net;
this.cases = cases;
this.caseCount = cases.Length;
if (caseCount == 0)
{
throw new Exception("Don't have any samples to train with!");
}
var sampleSample = cases[0];
if (net.InputSize != sampleSample.input.Length)
{
throw new Exception(string.Format(
"Net input size: {0}, doesn't match sample input size: {1}.",
net.InputSize, sampleSample.input.Length));
}
if (net.OutputSize != sampleSample.target.Length)
{
throw new Exception(string.Format(
"Net output size: {0}, doesn't match sample target size: {1}.",
net.OutputSize, sampleSample.target.Length));
}
this.checkCorrect = checkCorrect;
this.testCases = testCases ?? new Sample[0];
}
public Trainer(Network net, Sample[] cases,
CheckCorrect checkCorrect, Sample[] testCases = null)
{
this.net = net;
this.cases = cases;
this.caseCount = cases.Length;
if (caseCount == 0)
throw new Exception("Don't have any samples to train with!");
var sampleSample = cases[0];
if (net.InputSize != sampleSample.input.Length)
throw new Exception(string.Format(
"Net input size: {0}, doesn't match sample input size: {1}.",
net.InputSize, sampleSample.input.Length));
if (net.OutputSize != sampleSample.target.Length)
throw new Exception(string.Format(
"Net output size: {0}, doesn't match sample target size: {1}.",
net.OutputSize, sampleSample.target.Length));
this.checkCorrect = checkCorrect;
this.testCases = testCases ?? new Sample[0];
}
