+ erste Versuche mit Weka
Signed-off-by: Johannes Theiner <j.theiner@live.de>
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package de.hsel.spm.baudas.analysis;
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import javafx.util.Pair;
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import weka.core.Instances;
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import weka.filters.Filter;
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import weka.filters.unsupervised.attribute.Remove;
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import java.io.File;
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import java.util.Map;
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/**
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* @author Johannes Theiner
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* @version 0.1
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* @since 0.1
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**/
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public class ShoppingTimes implements Analysis<Map<Pair<String, String>, Integer>>{
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private Instances instances;
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private Map<Pair<String, String>, Integer> result;
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public ShoppingTimes(File file) {
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instances = load(file);
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}
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@Override
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public Map<Pair<String, String>, Integer> getResult() {
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if(result == null) {
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int dayIndex = 0;
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int hourIndex = 1;
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int[] keepIndexes = new int[]{5, 6};
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Remove remove = new Remove();
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try {
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remove.setAttributeIndicesArray(keepIndexes);
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remove.setInvertSelection(true);
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remove.setInputFormat(instances);
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instances = Filter.useFilter(instances, remove);
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} catch (Exception ex) {
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ex.printStackTrace();
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}
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/*Map<Pair<String, String>, Integer> hours = new HashMap<>();
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AttributeStats stats = instances.attributeStats(hourIndex);
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for(int i = 0; i <= instances.attribute(hourIndex).numValues() - 1; i++) {
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Pair<String, String> pair = new Pair<>(instances.attribute(hourIndex).value(i), instances.attribute(0).value(i));
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hours.put(pair, stats.nominalCounts[i]);
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}
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result = hours;*/
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}
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return result;
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}
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}
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package de.hsel.spm.baudas.analysis;
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import javafx.util.Pair;
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import org.junit.jupiter.api.Test;
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import java.io.File;
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import java.net.URL;
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import java.time.Duration;
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import java.util.Map;
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import java.util.concurrent.atomic.AtomicReference;
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import static org.junit.jupiter.api.Assertions.assertTimeout;
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/**
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* @author Johannes Theiner
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* @version 0.1
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* @since 0.1
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**/
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public class ShoppingTimesTest {
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//TODO: mehr Tests
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@Test
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public void test100() {
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URL url = getClass().getClassLoader().getResource("kd100.csv");
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assert url != null;
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ShoppingTimes overview = new ShoppingTimes(new File(url.getFile()));
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AtomicReference<Map<Pair<String, String>, Integer>> results = new AtomicReference<>();
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assertTimeout(Duration.ofMillis(450), () -> results.set(overview.getResult()));
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/*for(Pair<String, String> pair : results.get().keySet()) {
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System.out.println(pair);
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}*/
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//assertEquals(21, results.get().get(new Pair<>("Montag", ">17 Uhr")));
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//TODO: mehr Tests
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}
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}
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