Name | Description | Type | Package | Framework |
BasicNormalizationStrategy | Provides a basic normalization strategy that will work with most models built into Encog. | Class | org.encog.ml.data.versatile.normalizers.strategies | HeatonReasearch |
ColumnDefinition | Defines a column definition. | Class | org.encog.ml.data.versatile.columns | HeatonReasearch |
ColumnType | The type of column, defined using level of measurement. | Class | org.encog.ml.data.versatile.columns | HeatonReasearch |
CSVDataSource | Allow a CSV file to serve as a source for the versatile data source. | Class | org.encog.ml.data.versatile.sources | HeatonReasearch |
DataDivision | A division of data inside of a versatile data set. | Class | org.encog.ml.data.versatile.division | HeatonReasearch |
IndexedNormalizer | Normalize ordinal/nominal values to a single value that is simply the index of the class in the list. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
MatrixMLDataSet | The MatrixMLDataSet can use a large 2D matrix of doubles to internally hold data. | Class | org.encog.ml.data.versatile | HeatonReasearch |
MeanMissingHandler | Handle missing data by using the mean value of that column. | Class | org.encog.ml.data.versatile.missing | HeatonReasearch |
MissingHandler | Specifies how to handle missing data. | Interface | org.encog.ml.data.versatile.missing | HeatonReasearch |
NormalizationHelper | This class is used to perform normalizations for methods trained with theSee Also:Serialized Form | Class | org.encog.ml.data.versatile | HeatonReasearch |
NormalizationStrategy | Defines the interface to a normalization strategy. | Interface | org.encog.ml.data.versatile.normalizers.strategies | HeatonReasearch |
Normalizer | The normalizer interface defines how to normalize a column. | Interface | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
OneOfNNormalizer | Normalize to one-of-n for nominal values. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
PassThroughNormalizer | A normalizer that simply passes the value through unnormalized. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
PerformDataDivision | Perform a data division. | Class | org.encog.ml.data.versatile.division | HeatonReasearch |
RangeNormalizer | A a range normalizer forces a value to fall in a specific range. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
RangeOrdinal | Normalize an ordinal into a specific range. | Class | org.encog.ml.data.versatile.normalizers | HeatonReasearch |
VersatileDataSource | Defines a data source for the versatile data set. | Interface | org.encog.ml.data.versatile.sources | HeatonReasearch |
VersatileMLDataSet | The versatile dataset supports several advanced features. | Class | org.encog.ml.data.versatile | HeatonReasearch |