public class LogisticClassifierFactory<L,F> extends java.lang.Object implements ClassifierFactory<L,F,LogisticClassifier<L,F>>
Constructor and Description |
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LogisticClassifierFactory() |
Modifier and Type | Method and Description |
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LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data) |
LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data,
double l1reg) |
LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data,
double l1reg,
double tol) |
LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data,
double l1reg,
double tol,
boolean biased) |
LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data,
double l1reg,
double tol,
LogPrior prior) |
LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data,
double l1reg,
double tol,
LogPrior prior,
boolean biased) |
LogisticClassifier<L,F> |
trainClassifier(GeneralDataset<L,F> data,
LogPrior prior,
boolean biased) |
LogisticClassifier<L,F> |
trainWeightedData(GeneralDataset<L,F> data,
float[] dataWeights) |
public LogisticClassifier<L,F> trainWeightedData(GeneralDataset<L,F> data, float[] dataWeights)
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data)
trainClassifier
in interface ClassifierFactory<L,F,LogisticClassifier<L,F>>
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, LogPrior prior, boolean biased)
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg)
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol)
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol, LogPrior prior)
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol, boolean biased)
public LogisticClassifier<L,F> trainClassifier(GeneralDataset<L,F> data, double l1reg, double tol, LogPrior prior, boolean biased)