| Package | Description |
|---|---|
| javax.visrec.ml.data | |
| javax.visrec.util |
| Modifier and Type | Interface and Description |
|---|---|
interface |
Normalizer<T extends DataSet<?>>
Interface to perform normalization/scaling of data set
|
| Modifier and Type | Class and Description |
|---|---|
class |
BasicDataSet<E>
Basic implementation of
DataSet interface. |
| Modifier and Type | Method and Description |
|---|---|
default DataSet<E> |
DataSet.add(E item)
Adds an element to this data set.
|
default DataSet<E> |
DataSet.addAll(DataSet<E> dataSet)
|
DataSet<E>[] |
DataSet.split(double... parts)
Split data set into parts of specified sizes
|
DataSet<E>[] |
BasicDataSet.split(double... parts) |
default DataSet<E>[] |
DataSet.split(double part)
Split data set in two parts, one with size of specified percentage, and other with rest of the data set
|
default DataSet<E>[] |
DataSet.split(int numParts)
Split dataset into specified number of equally sized parts.
|
default DataSet<E>[] |
DataSet.split(int numParts,
Random rnd)
Split dataset into specified number of equally sized parts, using specified random generator.
|
default DataSet<E>[] |
DataSet.split(Random rnd,
double... parts)
Split data set into parts of specified sizes using specified random generator
|
| Modifier and Type | Method and Description |
|---|---|
default DataSet<E> |
DataSet.addAll(DataSet<E> dataSet)
|
| Modifier and Type | Method and Description |
|---|---|
static <T extends DataSet<?>> |
DataSets.normalize(T dataSet,
Normalizer<T> norm)
Deprecated.
|
static <T extends DataSet<?>> |
DataSets.standardize(T dataSet)
Deprecated.
|
| Modifier and Type | Method and Description |
|---|---|
static <E> DataSet<E> |
DataSets.removeDuplicates()
Deprecated.
|
| Modifier and Type | Method and Description |
|---|---|
static boolean |
DataSets.isBalanced(DataSet<?> dataSet)
Deprecated.
|
void |
Model.test(DataSet<?> testSet) |
void |
Model.train(DataSet<?> trainingSet) |
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