Package | Description |
---|---|
com.structed.models | |
com.structed.models.algorithms |
Modifier and Type | Field and Description |
---|---|
IUpdateRule |
ClassifierData.updateRule |
Modifier and Type | Method and Description |
---|---|
void |
StructEDModel.setUpdateRule(IUpdateRule updateRule) |
Constructor and Description |
---|
StructEDModel(Vector init_weights,
IUpdateRule updateRule,
ITaskLoss taskLoss,
IInference inference,
IKernel kernel,
IFeatureFunctions phi,
java.util.ArrayList<java.lang.Double> args) |
StructEDModel(Vector init_weights,
IUpdateRule updateRule,
ITaskLoss taskLoss,
IInference inference,
IKernel kernel,
IFeatureFunctions phi,
java.util.ArrayList<java.lang.Double> args,
boolean isShuffle) |
Modifier and Type | Class and Description |
---|---|
class |
CRF
Conditional Random Fields
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.26.803&rep=rep1&type=pdf
|
class |
DirectLoss
Direct Loss Minimization
http://papers.nips.cc/paper/4069-direct-loss-minimization-for-structured-prediction.pdf
|
class |
MultiClassReject
Created by yossiadi on 10/12/15.
|
class |
OrbitLoss
Created by yossiadi on 5/4/15.
|
class |
PassiveAggressive
Passive Aggressive algorithm
http://machinelearning.wustl.edu/mlpapers/paper_files/NIPS2003_LT21.pdf
|
class |
Perceptron
Created by adiyoss on 3/4/15.
|
class |
ProbitLoss
Probit Loss Algorithm
http://cs.haifa.ac.il/~tamir/papers/KeshetMcHa10.pdf
|
class |
RampLoss
Ramp Loss Minimization
http://papers.nips.cc/paper/4268-generalization-bounds-and-consistency-for-latent-structural-probit-and-ramp-loss.pdf
|
class |
RankSVM
A variation of the svm-rank
This class was not tested yet.
|
class |
SVM
Structured SVM
http://link.springer.com/article/10.1007/s10107-010-0420-4#page-1
|