edu.stanford.nlp.stats
Class MultiClassAccuracyStats<L>
java.lang.Object
edu.stanford.nlp.stats.MultiClassAccuracyStats<L>
- All Implemented Interfaces:
- Scorer<L>
public class MultiClassAccuracyStats<L>
- extends java.lang.Object
- implements Scorer<L>
- Author:
- Jenny Finkel
Constructor Summary |
MultiClassAccuracyStats()
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MultiClassAccuracyStats(int scoreType)
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MultiClassAccuracyStats(ProbabilisticClassifier<L,F> classifier,
GeneralDataset<L,F> data,
java.lang.String file)
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MultiClassAccuracyStats(ProbabilisticClassifier<L,F> classifier,
GeneralDataset<L,F> data,
java.lang.String file,
int scoreType)
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MultiClassAccuracyStats(java.lang.String file)
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MultiClassAccuracyStats(java.lang.String file,
int scoreType)
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Methods inherited from class java.lang.Object |
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait |
USE_ACCURACY
public static final int USE_ACCURACY
- See Also:
- Constant Field Values
USE_LOGLIKELIHOOD
public static final int USE_LOGLIKELIHOOD
- See Also:
- Constant Field Values
MultiClassAccuracyStats
public MultiClassAccuracyStats()
MultiClassAccuracyStats
public MultiClassAccuracyStats(int scoreType)
MultiClassAccuracyStats
public MultiClassAccuracyStats(java.lang.String file)
MultiClassAccuracyStats
public MultiClassAccuracyStats(java.lang.String file,
int scoreType)
MultiClassAccuracyStats
public MultiClassAccuracyStats(ProbabilisticClassifier<L,F> classifier,
GeneralDataset<L,F> data,
java.lang.String file)
MultiClassAccuracyStats
public MultiClassAccuracyStats(ProbabilisticClassifier<L,F> classifier,
GeneralDataset<L,F> data,
java.lang.String file,
int scoreType)
score
public <F> double score(ProbabilisticClassifier<L,F> classifier,
GeneralDataset<L,F> data)
- Specified by:
score
in interface Scorer<L>
score
public double score()
numSamples
public int numSamples()
confidenceWeightedAccuracy
public double confidenceWeightedAccuracy()
initMC
public <F> void initMC(ProbabilisticClassifier<L,F> classifier,
GeneralDataset<L,F> data)
numCorrect
public int numCorrect(int recall)
- how many correct do we have if we return the most confident num recall ones
getAccCoverage
public int[] getAccCoverage()
getDescription
public java.lang.String getDescription(int numDigits)
- Specified by:
getDescription
in interface Scorer<L>
toString
public java.lang.String toString()
- Overrides:
toString
in class java.lang.Object
Stanford NLP Group