org.neuroph.contrib.bpbench

Class BackpropagationSettings

java.lang.Object

org.neuroph.contrib.bpbench.BackpropagationSettings

public class BackpropagationSettings
extends java.lang.Object

Class with constants for all settings used by learning algorithms

Field Summary

Fields

Modifier and Type	Field and Description
static java.lang.String	BATCH_MODE Batch mode
static java.lang.String	DECREASE_FACTOR Decrease factor for resilient propagation
static java.lang.String	HIDDEN_NEURONS_STEP Hidden neurons step
static java.lang.String	INCREASE_FACTOR Increase factor for resilient propagation
static java.lang.String	INITIAL_DELTA Initial delta for resilient propagation
static java.lang.String	LEARNING_RATE_STEP Learning rate step
static java.lang.String	MAX_DELTA Maximum delta for resilient propagation
static java.lang.String	MAX_ERROR Max error
static java.lang.String	MAX_HIDDEN_NEURONS Maximum hidden neurons
static java.lang.String	MAX_ITERATIONS Max iterations
static java.lang.String	MAX_LEARNING_RATE Maximum learning rate
static java.lang.String	MIN_DELTA Minimum delta for resilient propagation
static java.lang.String	MIN_HIDDEN_NEURONS Minimum hidden neurons
static java.lang.String	MIN_LEARNING_RATE Minimum learning rate
static java.lang.String	MOMENTUM Momentum used for momentum backpropagation algorithm

Constructor Summary

Constructors

Constructor and Description
BackpropagationSettings()

Method Summary

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

MIN_LEARNING_RATE

public static final java.lang.String MIN_LEARNING_RATE

Minimum learning rate

See Also:

Constant Field Values

MAX_LEARNING_RATE

public static final java.lang.String MAX_LEARNING_RATE

Maximum learning rate

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Constant Field Values

LEARNING_RATE_STEP

public static final java.lang.String LEARNING_RATE_STEP

Learning rate step

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Constant Field Values

MIN_HIDDEN_NEURONS

public static final java.lang.String MIN_HIDDEN_NEURONS

Minimum hidden neurons

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Constant Field Values

MAX_HIDDEN_NEURONS

public static final java.lang.String MAX_HIDDEN_NEURONS

Maximum hidden neurons

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Constant Field Values

HIDDEN_NEURONS_STEP

public static final java.lang.String HIDDEN_NEURONS_STEP

Hidden neurons step

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Constant Field Values

MOMENTUM

public static final java.lang.String MOMENTUM

Momentum used for momentum backpropagation algorithm

See Also:

Constant Field Values

MAX_ERROR

public static final java.lang.String MAX_ERROR

Max error

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Constant Field Values

MAX_ITERATIONS

public static final java.lang.String MAX_ITERATIONS

Max iterations

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Constant Field Values

BATCH_MODE

public static final java.lang.String BATCH_MODE

Batch mode

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Constant Field Values

DECREASE_FACTOR

public static final java.lang.String DECREASE_FACTOR

Decrease factor for resilient propagation

See Also:

Constant Field Values

INCREASE_FACTOR

public static final java.lang.String INCREASE_FACTOR

Increase factor for resilient propagation

See Also:

Constant Field Values

INITIAL_DELTA

public static final java.lang.String INITIAL_DELTA

Initial delta for resilient propagation

See Also:

Constant Field Values

MAX_DELTA

public static final java.lang.String MAX_DELTA

Maximum delta for resilient propagation

See Also:

Constant Field Values

MIN_DELTA

public static final java.lang.String MIN_DELTA

Minimum delta for resilient propagation

See Also:

Constant Field Values

Constructor Detail

BackpropagationSettings

public BackpropagationSettings()