| package com.yahoo.labs.samoa; |
| |
| /* |
| * #%L |
| * SAMOA |
| * %% |
| * Copyright (C) 2013 - 2014 Yahoo! Inc. |
| * %% |
| * Licensed 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. |
| * #L% |
| */ |
| |
| 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) |
| .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(105_000) |
| .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); |
| |
| } |
| |
| } |