Class SEEDChangeDetector.SEED
- java.lang.Object
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- moa.classifiers.core.driftdetection.SEEDChangeDetector.SEED
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- Enclosing class:
- SEEDChangeDetector
public class SEEDChangeDetector.SEED extends Object
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Field Summary
Fields Modifier and Type Field Description SEEDChangeDetector.SEEDWindow
window
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Constructor Summary
Constructors Constructor Description SEED(double delta, int blockSize, double epsilonPrime, double alpha, int term)
Constructor for all required parameters.
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
addElement(double value)
boolean
setInput(double inputValue)
Main method for passing in input values and performing drift detection
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Field Detail
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window
public SEEDChangeDetector.SEEDWindow window
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Constructor Detail
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SEED
public SEED(double delta, int blockSize, double epsilonPrime, double alpha, int term)
Constructor for all required parameters.- Parameters:
delta
-blockSize
- Recommended value: 32epsilonPrime
- Recommended values between [0.0025, 0.01]alpha
- Growth parameter - Recommended values between [0.2, 0.8]term
- Recommended values between [50, 100]
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Method Detail
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setInput
public boolean setInput(double inputValue)
Main method for passing in input values and performing drift detection- Parameters:
inputValue
- instance from the stream- Returns:
- boolean value true or false signaling whether a drift has occurred
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addElement
public void addElement(double value)
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