How to use
getLossFunction
method
in
weka.classifiers.functions.SGD

Best Java code snippets using weka.classifiers.functions.SGD.getLossFunction (Showing top 2 results out of 315)

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private void myMethod () {
 ScheduledThreadPoolExecutor s =new ScheduledThreadPoolExecutor(corePoolSize)
ThreadFactory threadFactory;new ScheduledThreadPoolExecutor(corePoolSize, threadFactory)
String str;new ScheduledThreadPoolExecutor(1, new ThreadFactoryBuilder().setNameFormat(str).build())
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}

/**
 * Gets the current settings of the classifier.
 * 
 * @return an array of strings suitable for passing to setOptions
 */
@Override
public String[] getOptions() {
 ArrayList<String> options = new ArrayList<String>();
 options.add("-F");
 options.add("" + getLossFunction().getSelectedTag().getID());
 options.add("-L");
 options.add("" + getLearningRate());
 options.add("-R");
 options.add("" + getLambda());
 options.add("-E");
 options.add("" + getEpochs());
 options.add("-C");
 options.add("" + getEpsilon());
 if (getDontNormalize()) {
  options.add("-N");
 }
 if (getDontReplaceMissing()) {
  options.add("-M");
 }
 Collections.addAll(options, super.getOptions());
 
 return options.toArray(new String[1]);
}

/**
 * Gets the current settings of the classifier.
 * 
 * @return an array of strings suitable for passing to setOptions
 */
@Override
public String[] getOptions() {
 ArrayList<String> options = new ArrayList<String>();
 options.add("-F");
 options.add("" + getLossFunction().getSelectedTag().getID());
 options.add("-L");
 options.add("" + getLearningRate());
 options.add("-R");
 options.add("" + getLambda());
 options.add("-E");
 options.add("" + getEpochs());
 options.add("-C");
 options.add("" + getEpsilon());
 if (getDontNormalize()) {
  options.add("-N");
 }
 if (getDontReplaceMissing()) {
  options.add("-M");
 }
 Collections.addAll(options, super.getOptions());
 
 return options.toArray(new String[1]);
}

Javadoc

Get the current loss function.

Popular methods of SGD

<init>
setDontNormalize
Turn normalization off/on.
setDontReplaceMissing
Turn global replacement of missing values off/on. If turned off, then missing values are effectively
setEpochs
Set the number of epochs to use
setLearningRate
Set the learning rate.
buildClassifier
Method for building the classifier.
distributionForInstance
Computes the distribution for a given instance
dloss
dotProd
getCapabilities
Returns default capabilities of the classifier.
getDontNormalize
Get whether normalization has been turned off.
getDontReplaceMissing
Get whether global replacement of missing values has been disabled.

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How to use getLossFunctionmethodin weka.classifiers.functions.SGD

Best Java code snippets using weka.classifiers.functions.SGD.getLossFunction (Showing top 2 results out of 315)

How to use
getLossFunction
method
in
weka.classifiers.functions.SGD