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case "ALMA2" : return new ALMA2();
case "AROW" : return new AROW(1, true);
case "BBR" : return new BBR(0.01, 1000, BBR.Prior.GAUSSIAN);
case "LinearBatch" : return new LinearBatch();
case "LinearL1SCD" : return new LinearL1SCD();
case "LinearSGD" : return new LinearSGD();
default:
case "LogisticRegressionDCD" : return new LogisticRegressionDCD();
case "NewGLMNET" : return new NewGLMNET();
case "NHERD" : return new NHERD(1, NHERD.CovMode.FULL);
case "PassiveAggressive" : return new PassiveAggressive();
case "SCD" : return new SCD(new LogisticLoss(), 1e-6, 100);
case "SCW" : return new SCW();
case "SDCA" : return new SDCA();
case "SMIDAS" : return new SMIDAS(0.1);
case "SPA" : return new SPA();
case "STGD" : return new STGD(5, 0.1, Double.POSITIVE_INFINITY, 0.1);
case "StochasticMultinomialLogisticRegression": return new StochasticMultinomialLogisticRegression();
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