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Class weka.estimators.KDConditionalEstimator
java.lang.Object
|
+----weka.estimators.KDConditionalEstimator
- public class KDConditionalEstimator
- extends Object
- implements ConditionalEstimator
Conditional probability estimator for a numeric domain conditional upon
a discrete domain (utilises separate kernel estimators for each discrete
conditioning value).
- Version:
- $Revision: 1.2 $
- Author:
- Len Trigg (trigg@cs.waikato.ac.nz)
-
KDConditionalEstimator(int, double)
- Constructor
-
addValue(double, double, double)
- Add a new data value to the current estimator.
-
getEstimator(double)
- Get a probability estimator for a value
-
getProbability(double, double)
- Get a probability estimate for a value
-
main(String[])
- Main method for testing this class.
-
toString()
- Display a representation of this estimator
KDConditionalEstimator
public KDConditionalEstimator(int numCondSymbols,
double precision)
- Constructor
- Parameters:
- numCondSymbols - the number of conditioning symbols
- precision - the precision to which numeric values are given. For
example, if the precision is stated to be 0.1, the values in the
interval (0.25,0.35] are all treated as 0.3.
addValue
public void addValue(double data,
double given,
double weight)
- Add a new data value to the current estimator.
- Parameters:
- data - the new data value
- given - the new value that data is conditional upon
- weight - the weight assigned to the data value
getEstimator
public Estimator getEstimator(double given)
- Get a probability estimator for a value
- Parameters:
- data - the value to estimate the probability of
- given - the new value that data is conditional upon
- Returns:
- the estimator for the supplied value given the condition
getProbability
public double getProbability(double data,
double given)
- Get a probability estimate for a value
- Parameters:
- data - the value to estimate the probability of
- given - the new value that data is conditional upon
- Returns:
- the estimated probability of the supplied value
toString
public String toString()
- Display a representation of this estimator
- Overrides:
- toString in class Object
main
public static void main(String argv[])
- Main method for testing this class.
- Parameters:
- argv - should contain a sequence of pairs of integers which
will be treated as numeric, symbolic.
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