org.encog.ml.data.versatile
public class BasicNormalizationStrategy extends Object implements NormalizationStrategy
Constructor and Description |
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BasicNormalizationStrategy() |
BasicNormalizationStrategy(double inputLow,
double inputHigh,
double outputLow,
double outputHigh) |
Modifier and Type | Method and Description |
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void |
assignInputNormalizer(ColumnType colType,
Normalizer norm) |
void |
assignOutputNormalizer(ColumnType colType,
Normalizer norm) |
int |
calculateTotalRows(int analyzedRows) |
String |
denormalizeColumn(ColumnDefinition colDef,
boolean isInput,
MLData data,
int dataColumn) |
Map<ColumnType,Normalizer> |
getInputNormalizers() |
Map<ColumnType,Normalizer> |
getOutputNormalizers() |
int |
normalizeColumn(ColumnDefinition colDef,
boolean isInput,
double value,
double[] outputData,
int outputColumn) |
int |
normalizeColumn(ColumnDefinition colDef,
boolean isInput,
String value,
double[] outputData,
int outputColumn) |
int |
normalizedSize(ColumnDefinition colDef,
boolean isInput) |
public BasicNormalizationStrategy()
public BasicNormalizationStrategy(double inputLow, double inputHigh, double outputLow, double outputHigh)
public void assignInputNormalizer(ColumnType colType, Normalizer norm)
public void assignOutputNormalizer(ColumnType colType, Normalizer norm)
public int calculateTotalRows(int analyzedRows)
calculateTotalRows
in interface NormalizationStrategy
public int normalizedSize(ColumnDefinition colDef, boolean isInput)
normalizedSize
in interface NormalizationStrategy
public int normalizeColumn(ColumnDefinition colDef, boolean isInput, String value, double[] outputData, int outputColumn)
normalizeColumn
in interface NormalizationStrategy
public int normalizeColumn(ColumnDefinition colDef, boolean isInput, double value, double[] outputData, int outputColumn)
normalizeColumn
in interface NormalizationStrategy
public Map<ColumnType,Normalizer> getInputNormalizers()
public Map<ColumnType,Normalizer> getOutputNormalizers()
public String denormalizeColumn(ColumnDefinition colDef, boolean isInput, MLData data, int dataColumn)
denormalizeColumn
in interface NormalizationStrategy
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