@Test
public void SVMTest() throws IOException {
trainer.train();
Assert.assertEquals(4, trainer.getValidSet().getRecordCount());
}
@BeforeClass
public void setUp() throws IOException {
config = new ModelConfig(); // .createInitModelConfig("./", "./");
config.getTrain().setAlgorithm("SVM");
config.getDataSet().setSource(SourceType.LOCAL);
config.getVarSelect().setFilterNum(2);
config.getDataSet().setDataDelimiter(",");
config.getDataSet().setSource(SourceType.HDFS);
config.getTrain().setParams(new HashMap<String, Object>());
config.getTrain().getParams().put("Const", 1.1);
config.getTrain().getParams().put("Gamma", 0.95);
config.getTrain().getParams().put("Kernel", "rbf");
config.getTrain().setBaggingSampleRate(1.0);
config.getTrain().setBaggingWithReplacement(false);
trainer = new SVMTrainer(config, 0, false);
trainer.setTrainSet(xor_Trainset);
trainer.setValidSet(xor_Validset);
}