| Package | Description |
|---|---|
| de.unistuttgart.isa.liquidsvm |
liquidSVM contains bindings to Ingo Steinwarts liquidSVM implementation.
|
| Modifier and Type | Field and Description |
|---|---|
LiquidData.Data |
LiquidData.test |
LiquidData.Data |
LiquidData.train |
| Modifier and Type | Method and Description |
|---|---|
ResultAndErrors |
SVM.test(LiquidData.Data test,
String... argv)
Predicts labels for the given
test.x data and compares
these to the given test.y. |
| Constructor and Description |
|---|
EX(LiquidData.Data data) |
EX(LiquidData.Data data,
double[] weights) |
EX(LiquidData.Data data,
double[] weights,
Config config) |
LS(LiquidData.Data data) |
LS(LiquidData.Data data,
Config config) |
LS(LiquidData.Data data,
double clipping) |
LS(LiquidData.Data data,
double clipping,
Config config) |
MC(LiquidData.Data data) |
MC(LiquidData.Data data,
Config config) |
MC(LiquidData.Data data,
String mcType) |
MC(LiquidData.Data data,
String mcType,
Config config) |
NPL(LiquidData.Data data,
double nplClass) |
NPL(LiquidData.Data data,
double nplClass,
double constraint) |
NPL(LiquidData.Data data,
double nplClass,
double constraint,
double[] constraintFactors,
Config config) |
QT(LiquidData.Data data) |
QT(LiquidData.Data data,
double[] weights) |
QT(LiquidData.Data data,
double[] weights,
Config config) |
ROC(LiquidData.Data data) |
ROC(LiquidData.Data data,
int weightSteps) |
ROC(LiquidData.Data data,
int weightSteps,
Config config) |
SVM(String scenario,
LiquidData.Data data,
Config config)
Initializes an SVM with training data and optionally configuration options and a scenario.
|
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