Package com.greentea.relaxation.algorithms

Examples of com.greentea.relaxation.algorithms.IAlgorithmFactory

156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
      super(Localizer.getString(StringId.NEURAL_NETWORKS));
      this.dataManagementComponent = dataManagementComponent;

      $$$setupUI$$$();

      possibleAlgorithms.put(AlgorithmId.CasCor, new IAlgorithmFactory()
      {
         public LearningAlgorithm createAlgorithm()
         {
            return new CasCorAlgorithm();
         }
      });
      possibleAlgorithms.put(AlgorithmId.PNN, new IAlgorithmFactory()
      {
         public LearningAlgorithm createAlgorithm()
         {
            return new PNNAlgorithm();
         }
      });
      possibleAlgorithms.put(AlgorithmId.LogRegression, new IAlgorithmFactory()
      {
         public LearningAlgorithm createAlgorithm()
         {
            return new LogisticRegressionAlgorithm();
         }
      });
      possibleAlgorithms.put(AlgorithmId.MultilayerPerceptron, new IAlgorithmFactory()
      {
         public LearningAlgorithm createAlgorithm()
         {
            return new MultilayerPerceptronAlgorithm();
         }
View Full Code Here
406
407
408
409
410
411
412
413
414
415
416
417
418
419
      this.rbfTransform = rbfTransform;
   }

   public void addAlgorithm(String componentName, AlgorithmId algorithmId)
   {
      IAlgorithmFactory factory = possibleAlgorithms.get(algorithmId);

      NetworkComponent networkComponent =
              createNetworkComponent(componentName, factory.createAlgorithm(), algorithmId);
      networkComponent
              .setInitialTransformationSettings(normalizeInputs, normalizeOutputs, clusterizeData,
                      rbfTransform);

      networkComponent.prepareComponents();
View Full Code Here
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
      prepareComponents();
   }

   public void recreateAlgorithm()
   {
      IAlgorithmFactory factory = componentOperations.getAlgorithmFactory(algorithmId);

      LearningAlgorithm previousLearningAlgorithm = getLearningAlgorithm();
      List<Parameter> parameters = ParametersUtils.resolveParameters(previousLearningAlgorithm);

      LearningAlgorithm newLearningAlgorithm = factory.createAlgorithm();
      ParametersUtils.apply(newLearningAlgorithm, parameters);

      setLearningAlgorithm(newLearningAlgorithm);
   }
View Full Code Here
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
   }

   private void prepareParametersOptimizationComponent(final TrainingDataset learningData,
                                                       final TrainingDataset testData)
   {
      final IAlgorithmFactory factory = componentOperations.getAlgorithmFactory(algorithmId);
      parametersOptimizationComponent.setAlgorithmFactory(new IAlgorithmFactory()
      {
         public LearningAlgorithm createAlgorithm()
         {
            LearningAlgorithm learningAlgorithm = factory.createAlgorithm();
            learningAlgorithm.setLearningData(learningData);
            learningAlgorithm.setTestData(testData);

            return learningAlgorithm;
         }
View Full Code Here
TOP

Related Classes of com.greentea.relaxation.algorithms.IAlgorithmFactory

  • com.greentea.relaxation.jnmf.gui.components.project.network.NetworkComponent
  • com.greentea.relaxation.jnmf.gui.components.project.network.NetworksParentComponent
    • Copyright © 2018 www.massapicom. All rights reserved.
    All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.