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java.lang.Objectorg.encog.ml.factory.MLMethodFactory
public class MLMethodFactory
This factory is used to create machine learning methods.
Field Summary | |
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static String |
PROPERTY_AF
|
static String |
PROPERTY_CYCLES
|
static String |
PROPERTY_POPULATION_SIZE
Population size. |
static String |
TYPE_BAYESIAN
String constant for a bayesian neural network. |
static String |
TYPE_EPL
A Encog program. |
static String |
TYPE_FEEDFORWARD
String constant for feedforward neural networks. |
static String |
TYPE_NEAT
A NEAT neural network. |
static String |
TYPE_PNN
A probabilistic neural network. |
static String |
TYPE_RBFNETWORK
String constant for RBF neural networks. |
static String |
TYPE_SOM
String constant for SOMs. |
static String |
TYPE_SVM
String constant for support vector machines. |
Constructor Summary | |
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MLMethodFactory()
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Method Summary | |
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MLMethod |
create(String methodType,
String architecture,
int input,
int output)
Create a new machine learning method. |
Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Field Detail |
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public static final String TYPE_BAYESIAN
public static final String TYPE_FEEDFORWARD
public static final String TYPE_RBFNETWORK
public static final String TYPE_SVM
public static final String TYPE_SOM
public static final String TYPE_PNN
public static final String TYPE_NEAT
public static final String TYPE_EPL
public static final String PROPERTY_AF
public static final String PROPERTY_POPULATION_SIZE
public static final String PROPERTY_CYCLES
Constructor Detail |
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public MLMethodFactory()
Method Detail |
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public MLMethod create(String methodType, String architecture, int input, int output)
methodType
- The method to create.architecture
- The architecture string.input
- The input count.output
- The output count.
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