| 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 
 |