+ erste Versuche mit Weka

Signed-off-by: Johannes Theiner <j.theiner@live.de>
This commit is contained in:
Johannes Theiner 2019-04-18 21:34:24 +02:00
parent 691481dbc5
commit 094e539c76
2 changed files with 98 additions and 0 deletions

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package de.hsel.spm.baudas.analysis;
import javafx.util.Pair;
import weka.core.Instances;
import weka.filters.Filter;
import weka.filters.unsupervised.attribute.Remove;
import java.io.File;
import java.util.Map;
/**
* @author Johannes Theiner
* @version 0.1
* @since 0.1
**/
public class ShoppingTimes implements Analysis<Map<Pair<String, String>, Integer>>{
private Instances instances;
private Map<Pair<String, String>, Integer> result;
public ShoppingTimes(File file) {
instances = load(file);
}
@Override
public Map<Pair<String, String>, Integer> getResult() {
if(result == null) {
int dayIndex = 0;
int hourIndex = 1;
int[] keepIndexes = new int[]{5, 6};
Remove remove = new Remove();
try {
remove.setAttributeIndicesArray(keepIndexes);
remove.setInvertSelection(true);
remove.setInputFormat(instances);
instances = Filter.useFilter(instances, remove);
} catch (Exception ex) {
ex.printStackTrace();
}
/*Map<Pair<String, String>, Integer> hours = new HashMap<>();
AttributeStats stats = instances.attributeStats(hourIndex);
for(int i = 0; i <= instances.attribute(hourIndex).numValues() - 1; i++) {
Pair<String, String> pair = new Pair<>(instances.attribute(hourIndex).value(i), instances.attribute(0).value(i));
hours.put(pair, stats.nominalCounts[i]);
}
result = hours;*/
}
return result;
}
}

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package de.hsel.spm.baudas.analysis;
import javafx.util.Pair;
import org.junit.jupiter.api.Test;
import java.io.File;
import java.net.URL;
import java.time.Duration;
import java.util.Map;
import java.util.concurrent.atomic.AtomicReference;
import static org.junit.jupiter.api.Assertions.assertTimeout;
/**
* @author Johannes Theiner
* @version 0.1
* @since 0.1
**/
public class ShoppingTimesTest {
//TODO: mehr Tests
@Test
public void test100() {
URL url = getClass().getClassLoader().getResource("kd100.csv");
assert url != null;
ShoppingTimes overview = new ShoppingTimes(new File(url.getFile()));
AtomicReference<Map<Pair<String, String>, Integer>> results = new AtomicReference<>();
assertTimeout(Duration.ofMillis(450), () -> results.set(overview.getResult()));
/*for(Pair<String, String> pair : results.get().keySet()) {
System.out.println(pair);
}*/
//assertEquals(21, results.get().get(new Pair<>("Montag", ">17 Uhr")));
//TODO: mehr Tests
}
}