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LibSvmSolverType Enumeration |
Solver types allowed in LibSVM/Liblinear model files.
Namespace: Accord.IO
Assembly: Accord.MachineLearning (in Accord.MachineLearning.dll) Version: 3.8.0
SyntaxMembers| Member name | Value | Description | |
|---|---|---|---|
| Unknown | -1 | Unknown solver type. | |
| L2RegularizedLogisticRegression | 0 | L2-regularized logistic regression in the primal (-s 0, L2R_LR). | |
| L2RegularizedL2LossSvcDual | 1 | L2-regularized L2-loss support vector classification in the dual (-s 1, L2R_L2LOSS_SVC_DUAL, the default). | |
| L2RegularizedL2LossSvc | 2 | L2-regularized L2-loss support vector classification in the primal (-s 2, L2R_L2LOSS_SVC). | |
| L2RegularizedL1LossSvcDual | 3 | L2-regularized L1-loss support vector classification in the dual (-s 3, L2R_L1LOSS_SVC_DUAL). | |
| MulticlassSvmCrammerSinger | 4 | Support vector classification by Crammer and Singer (-s 4, MCSVM_CS). | |
| L1RegularizedL2LossSvc | 5 | L1-regularized L2-loss support vector classification (-s 5, L1R_L2LOSS_SVC). | |
| L1RegularizedLogisticRegression | 6 | L1-regularized logistic regression (-s 6, L1R_LR). | |
| L2RegularizedLogisticRegressionDual | 7 | L2-regularized logistic regression in the dual (-s 7, L2R_LR_DUAL). | |
| L2RegularizedL2LossSvr | 11 | L2-regularized L2-loss support vector regression in the primal (-s 11, L2R_L2LOSS_SVR). | |
| L2RegularizedL2LossSvrDual | 12 | L2-regularized L2-loss support vector regression in the dual (-s 12, L2R_L2LOSS_SVR_DUAL). | |
| L2RegularizedL1LossSvrDual | 13 | L2-regularized L1-loss support vector regression in the dual (-s 13, L2R_L1LOSS_SVR_DUAL). |
See Also