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java.lang.Objectorg.encog.neural.networks.training.strategy.SmartMomentum
public class SmartMomentum
Attempt to automatically set a momentum in a training algorithm that supports momentum.
Field Summary | |
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static double |
MAX_MOMENTUM
The maximum value that momentum can go to. |
static double |
MIN_IMPROVEMENT
The minimum improvement to adjust momentum. |
static double |
MOMENTUM_CYCLES
How many cycles to accept before adjusting momentum. |
static double |
MOMENTUM_INCREASE
How much to increase momentum by. |
static double |
START_MOMENTUM
The starting momentum. |
Constructor Summary | |
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SmartMomentum()
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Method Summary | |
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void |
init(MLTrain train)
Initialize this strategy. |
void |
postIteration()
Called just after a training iteration. |
void |
preIteration()
Called just before a training iteration. |
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 double MIN_IMPROVEMENT
public static final double MAX_MOMENTUM
public static final double START_MOMENTUM
public static final double MOMENTUM_INCREASE
public static final double MOMENTUM_CYCLES
Constructor Detail |
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public SmartMomentum()
Method Detail |
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public void init(MLTrain train)
init
in interface Strategy
train
- The training algorithm.public void postIteration()
postIteration
in interface Strategy
public void preIteration()
preIteration
in interface Strategy
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