| Package | Description |
|---|---|
| de.unistuttgart.isa.liquidsvm |
liquidSVM contains bindings to Ingo Steinwarts liquidSVM implementation.
|
| Modifier and Type | Method and Description |
|---|---|
Config |
Config.adaptivityControl(int d)
Activates adaptivity in the hyperparameter grid.
|
Config |
Config.display(int d)
Sets the display level starting at 0 which means no information.
|
Config |
Config.folds(int d) |
Config |
Config.gridChoice(int d)
Sets the hyperparameter grid.
|
Config |
Config.partitionChoice(int d)
Sets the partition choice.
|
Config |
Config.randomSeed(int d) |
Config |
Config.scale(boolean d) |
Config |
Config.scenario(String scenario)
Sets the scenario.
|
Config |
Config.select(boolean b)
Specifies whether selecting should start automagically at the end
of initializing the
SVM after the automatic training. |
Config |
Config.set(String key,
String value)
Sets the
value for the key and remembers the order
in which it was added. |
Config |
Config.threads(int d)
Sets the number of threads to use.
|
Config |
Config.train(boolean b)
Specifies whether training should start automagically at the end
of initializing the
SVM. |
Config |
Config.useCells() |
Config |
Config.useCells(boolean b) |
Config |
Config.voronoi(int d) |
| Modifier and Type | Method and Description |
|---|---|
SVM |
SVM.setConfigAll(Config config)
Sets all the values in the
config in this SVM. |
| Constructor and Description |
|---|
Config(Config other) |
EX(double[][] data,
double[] labels,
double[] weights,
Config config) |
EX(LiquidData.Data data,
double[] weights,
Config config) |
EX(LiquidData data,
double[] weights,
Config config) |
LS(double[][] data,
double[] labels,
Config config) |
LS(double[][] data,
double[] labels,
double clipping,
Config config) |
LS(LiquidData.Data data,
Config config) |
LS(LiquidData.Data data,
double clipping,
Config config) |
LS(LiquidData data,
Config config) |
LS(LiquidData data,
double clipping,
Config config) |
MC(double[][] data,
double[] labels,
Config config) |
MC(double[][] data,
double[] labels,
String mcType,
Config config) |
MC(LiquidData.Data data,
Config config) |
MC(LiquidData.Data data,
String mcType,
Config config) |
MC(LiquidData data,
Config config) |
MC(LiquidData data,
String mcType,
Config config) |
NPL(double[][] data,
double[] labels,
double nplClass,
double constraint,
double[] constraintFactors,
Config config) |
NPL(LiquidData.Data data,
double nplClass,
double constraint,
double[] constraintFactors,
Config config) |
NPL(LiquidData data,
double nplClass,
double constraint,
double[] constraintFactors,
Config config) |
QT(double[][] data,
double[] labels,
double[] weights,
Config config) |
QT(LiquidData.Data data,
double[] weights,
Config config) |
QT(LiquidData data,
double[] weights,
Config config) |
ROC(double[][] data,
double[] labels,
int weightSteps,
Config config) |
ROC(LiquidData.Data data,
int weightSteps,
Config config) |
ROC(LiquidData data,
int weightSteps,
Config config) |
SVM(String scenario,
double[][] data,
double[] labels,
Config config)
Initializes an SVM with training data and optionally configuration options and a scenario.
|
SVM(String scenario,
LiquidData.Data data,
Config config)
Initializes an SVM with training data and optionally configuration options and a scenario.
|
SVM(String scenario,
LiquidData data,
Config config)
Initializes an SVM with training data and optionally configuration options and a scenario
and performs testing.
|
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