| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| |
| package org.apache.samoa; |
| |
| import org.apache.samoa.LocalThreadsDoTask; |
| import org.apache.samoa.TestParams; |
| import org.apache.samoa.TestUtils; |
| import org.junit.Test; |
| |
| public class AlgosTest { |
| |
| @Test(timeout = 60000) |
| public void testVHTWithThreads() throws Exception { |
| |
| TestParams vhtConfig = new TestParams.Builder() |
| .inputInstances(200_000) |
| .samplingSize(20_000) |
| .evaluationInstances(200_000) |
| .classifiedInstances(200_000) |
| .labelSamplingSize(10l) |
| .classificationsCorrect(55f) |
| .kappaStat(-0.1f) |
| .kappaTempStat(-0.1f) |
| .cliStringTemplate(TestParams.Templates.PREQEVAL_VHT_RANDOMTREE + " -t 2") |
| .resultFilePollTimeout(10) |
| .prePollWait(10) |
| .taskClassName(LocalThreadsDoTask.class.getName()) |
| .build(); |
| TestUtils.test(vhtConfig); |
| |
| } |
| |
| @Test(timeout = 180000) |
| public void testBaggingWithThreads() throws Exception { |
| TestParams baggingConfig = new TestParams.Builder() |
| .inputInstances(100_000) |
| .samplingSize(10_000) |
| .inputDelayMicroSec(100) // prevents saturating the system due to unbounded queues |
| .evaluationInstances(90_000) |
| .classifiedInstances(100_000) |
| .labelSamplingSize(10l) |
| .classificationsCorrect(55f) |
| .kappaStat(0f) |
| .kappaTempStat(0f) |
| .cliStringTemplate(TestParams.Templates.PREQEVAL_BAGGING_RANDOMTREE + " -t 2") |
| .prePollWait(10) |
| .resultFilePollTimeout(30) |
| .taskClassName(LocalThreadsDoTask.class.getName()) |
| .build(); |
| TestUtils.test(baggingConfig); |
| |
| } |
| |
| } |