| Package | Description |
|---|---|
| javax.visrec.ml.data | |
| javax.visrec.ml.data.norm | |
| javax.visrec.util |
| 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.
|
DataSet<E> |
BasicDataSet.add(E item) |
default DataSet<E> |
DataSet.addAll(DataSet<E> dataSet)
|
DataSet<E> |
BasicDataSet.addAll(DataSet<E> items) |
static <E> DataSet<E> |
DataSets.normalize(DataSet<E> dataSet,
Normalizer norm) |
static <E> DataSet<E> |
DataSets.removeDuplicates() |
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
|
DataSet<E>[] |
DataSet.split(int numParts)
Split dataset into specified number of equally sized parts.
|
DataSet<E>[] |
BasicDataSet.split(int parts) |
DataSet<E>[] |
DataSet.split(int numParts,
Random rnd)
Split dataset into specified number of equally sized parts, using specified random generator.
|
DataSet<E>[] |
BasicDataSet.split(int parts,
Random rnd) |
DataSet<E>[] |
DataSet.split(Random rnd,
double... parts)
Split data set into parts of specified sizes using specified random generator
|
DataSet[] |
BasicDataSet.split(Random rnd,
double... parts) |
static <E> DataSet<E> |
DataSets.standardize(DataSet<E> dataSet) |
| Modifier and Type | Method and Description |
|---|---|
default DataSet<E> |
DataSet.addAll(DataSet<E> dataSet)
|
DataSet<E> |
BasicDataSet.addAll(DataSet<E> items) |
static boolean |
DataSets.isBalanced(DataSet<?> dataSet) |
static <E> DataSet<E> |
DataSets.normalize(DataSet<E> dataSet,
Normalizer norm) |
static <E> DataSet<E> |
DataSets.standardize(DataSet<E> dataSet) |
| Modifier and Type | Method and Description |
|---|---|
default DataSet |
Normalizer.normalize(DataSet dataSet) |
DataSet |
Normalizer.normalize(DataSet dataSet,
boolean inplace) |
| Modifier and Type | Method and Description |
|---|---|
default DataSet |
Normalizer.normalize(DataSet dataSet) |
DataSet |
Normalizer.normalize(DataSet dataSet,
boolean inplace) |
| Modifier and Type | Method and Description |
|---|---|
void |
Model.test(DataSet<?> testSet) |
void |
Model.train(DataSet<?> trainingSet) |
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