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java.lang.Objectorg.encog.ml.data.temporal.TemporalDataDescription
public class TemporalDataDescription
This class describes one unit of input, or output, to a temporal neural network. Data can be both an input and output. Inputs are used to attempt predict the output.
Nested Class Summary | |
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static class |
TemporalDataDescription.Type
The type of data requested. |
Constructor Summary | |
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TemporalDataDescription(ActivationFunction activationFunction,
double low,
double high,
TemporalDataDescription.Type type,
boolean input,
boolean predict)
Construct a data description item. |
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TemporalDataDescription(ActivationFunction activationFunction,
TemporalDataDescription.Type type,
boolean input,
boolean predict)
Construct a data description with an activation function, but no range. |
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TemporalDataDescription(TemporalDataDescription.Type type,
boolean input,
boolean predict)
Construct a data description with no activation function or range. |
Method Summary | |
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ActivationFunction |
getActivationFunction()
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double |
getHigh()
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int |
getIndex()
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double |
getLow()
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TemporalDataDescription.Type |
getType()
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boolean |
isInput()
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boolean |
isPredict()
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void |
setIndex(int index)
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Methods inherited from class java.lang.Object |
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clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait |
Constructor Detail |
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public TemporalDataDescription(ActivationFunction activationFunction, double low, double high, TemporalDataDescription.Type type, boolean input, boolean predict)
activationFunction
- What activation function should be used?low
- What is the lowest allowed value.high
- What is the highest allowed value.type
- What type of data is this.input
- Used for input?predict
- Used for prediction?public TemporalDataDescription(ActivationFunction activationFunction, TemporalDataDescription.Type type, boolean input, boolean predict)
activationFunction
- The activation function.type
- The type of data.input
- Used for input?predict
- Used for prediction?public TemporalDataDescription(TemporalDataDescription.Type type, boolean input, boolean predict)
type
- The type of data.input
- Used for input?predict
- Used for prediction?Method Detail |
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public ActivationFunction getActivationFunction()
public double getHigh()
public int getIndex()
public double getLow()
public TemporalDataDescription.Type getType()
public boolean isInput()
public boolean isPredict()
public void setIndex(int index)
index
- the index to set
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