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org.opencv.ml
Class LogisticRegression

java.lang.Object
 extended by org.opencv.core.Algorithm
 extended by org.opencv.ml.StatModel
 extended by org.opencv.ml.LogisticRegression

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public class LogisticRegression
extends StatModel

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Field Summary
static int	BATCH
static int	MINI_BATCH
static int	REG_DISABLE
static int	REG_L1
static int	REG_L2

Fields inherited from class org.opencv.ml.StatModel
COMPRESSED_INPUT, PREPROCESSED_INPUT, RAW_OUTPUT, UPDATE_MODEL

Method Summary
static LogisticRegression	create()
Mat	get_learnt_thetas()
int	getIterations()
double	getLearningRate()
int	getMiniBatchSize()
int	getRegularization()
TermCriteria	getTermCriteria()
int	getTrainMethod()
float	predict(Mat samples)
float	predict(Mat samples, Mat results, int flags)
void	setIterations(int val)
void	setLearningRate(double val)
void	setMiniBatchSize(int val)
void	setRegularization(int val)
void	setTermCriteria(TermCriteria val)
void	setTrainMethod(int val)

Methods inherited from class org.opencv.ml.StatModel
empty, getVarCount, isClassifier, isTrained, train

Methods inherited from class org.opencv.core.Algorithm
clear, getDefaultName, save

Methods inherited from class java.lang.Object
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

BATCH

public static final int BATCH

See Also:

Constant Field Values

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MINI_BATCH

public static final int MINI_BATCH

See Also:

Constant Field Values

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REG_DISABLE

public static final int REG_DISABLE

See Also:

Constant Field Values

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REG_L1

public static final int REG_L1

See Also:

Constant Field Values

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REG_L2

public static final int REG_L2

See Also:

Constant Field Values

Method Detail

create

public static LogisticRegression create()

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get_learnt_thetas

public Mat get_learnt_thetas()

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getIterations

public int getIterations()

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getLearningRate

public double getLearningRate()

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getMiniBatchSize

public int getMiniBatchSize()

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getRegularization

public int getRegularization()

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getTermCriteria

public TermCriteria getTermCriteria()

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getTrainMethod

public int getTrainMethod()

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predict

public float predict(Mat samples)

Overrides:

predict in class StatModel

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predict

public float predict(Mat samples,
 Mat results,
 int flags)

Overrides:

predict in class StatModel

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setIterations

public void setIterations(int val)

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setLearningRate

public void setLearningRate(double val)

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setMiniBatchSize

public void setMiniBatchSize(int val)

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setRegularization

public void setRegularization(int val)

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setTermCriteria

public void setTermCriteria(TermCriteria val)

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setTrainMethod

public void setTrainMethod(int val)

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