diff --git a/eraser-base/src/main/java/de/tudresden/inf/st/eraser/jastadd/model/MachineLearningHandlerFactory.java b/eraser-base/src/main/java/de/tudresden/inf/st/eraser/jastadd/model/MachineLearningHandlerFactory.java
index a8a7dcfe030bb0dbf1958b9c90fb38615d724033..71399f7dd248c17a83e882668a1874a5005065ac 100644
--- a/eraser-base/src/main/java/de/tudresden/inf/st/eraser/jastadd/model/MachineLearningHandlerFactory.java
+++ b/eraser-base/src/main/java/de/tudresden/inf/st/eraser/jastadd/model/MachineLearningHandlerFactory.java
@@ -28,7 +28,7 @@ public abstract class MachineLearningHandlerFactory implements MachineLearningSe
     this.knowledgeBase = root;
   }
 
-  public abstract void initializeFor(MachineLearningHandlerFactoryTarget target, URL configUrl) throws IOException;
+  public abstract void initializeFor(MachineLearningHandlerFactoryTarget target, URL configUrl) throws IOException, ClassNotFoundException;
 
   public abstract MachineLearningEncoder createEncoder();
 
diff --git a/eraser-base/src/main/java/de/tudresden/inf/st/eraser/util/ParserUtils.java b/eraser-base/src/main/java/de/tudresden/inf/st/eraser/util/ParserUtils.java
index 9970a680fe141f7ce0f1ad3cb0d4a836fd1caf95..c1b75ba26b03db32a52fadec3436dc5fdbcbeff0 100644
--- a/eraser-base/src/main/java/de/tudresden/inf/st/eraser/util/ParserUtils.java
+++ b/eraser-base/src/main/java/de/tudresden/inf/st/eraser/util/ParserUtils.java
@@ -3,6 +3,8 @@ package de.tudresden.inf.st.eraser.util;
 import beaver.Parser;
 import beaver.Scanner;
 import beaver.Symbol;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.databind.SerializationFeature;
 import de.tudresden.inf.st.eraser.jastadd.model.*;
 import de.tudresden.inf.st.eraser.jastadd.parser.EraserParser;
 import de.tudresden.inf.st.eraser.jastadd.scanner.EraserScanner;
@@ -27,6 +29,9 @@ public class ParserUtils {
   public static final String UNKNOWN_GROUP_NAME = "Unknown";
   private static boolean verboseLoading = false;
   private static final Logger logger = LogManager.getLogger(ParserUtils.class);
+  private static final ObjectMapper OBJECT_MAPPER_INSTANCE = new ObjectMapper()
+      .enable(SerializationFeature.ORDER_MAP_ENTRIES_BY_KEYS)
+      .enable(SerializationFeature.INDENT_OUTPUT);
 
   private interface ReaderProvider {
     Reader provide() throws IOException;
@@ -253,4 +258,17 @@ public class ParserUtils {
     return root.getSmartHomeEntityModel().items().get(0);
   }
 
+  public static <T> T loadFrom(URL location, Class<T> valueType) throws IOException {
+    return OBJECT_MAPPER_INSTANCE.readValue(location, valueType);
+  }
+
+  public static <T> void saveTo(T value, URL location) throws IOException {
+    if (location.getProtocol().equals("file")) {
+      // write to (local) file directly
+      OBJECT_MAPPER_INSTANCE.writeValue(new File(location.getFile()), value);
+    } else {
+      OBJECT_MAPPER_INSTANCE.writeValue(location.openConnection().getOutputStream(), value);
+    }
+  }
+
 }
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Learner.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Learner.java
index f7fe7afe54deb7b2fc6ed3b2b0e4e3d413a3692f..cc4c9fa5cd60de0a7294458119995c54ff1a7fb7 100644
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Learner.java
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Learner.java
@@ -2,7 +2,7 @@ package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.LearnerSettings;
-import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.LearnerSettingsColumnDefinition;
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.SimpleColumnDefinition;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 import org.encog.Encog;
@@ -10,10 +10,8 @@ import org.encog.ml.data.MLData;
 import org.encog.ml.data.versatile.NormalizationHelper;
 import org.encog.ml.data.versatile.VersatileMLDataSet;
 import org.encog.ml.data.versatile.columns.ColumnDefinition;
-import org.encog.ml.data.versatile.columns.ColumnType;
 import org.encog.ml.data.versatile.sources.CSVDataSource;
 import org.encog.ml.data.versatile.sources.VersatileDataSource;
-import org.encog.ml.factory.MLMethodFactory;
 import org.encog.ml.model.EncogModel;
 import org.encog.neural.networks.BasicNetwork;
 import org.encog.persist.EncogDirectoryPersistence;
@@ -48,7 +46,7 @@ public class Learner {
    * @throws IOException if an error occurs in {@link ObjectMapper#readValue(URL, Class)}
    */
   Learner(URL configURL) throws IOException {
-    this(new ObjectMapper().readValue(configURL, LearnerSettings.class));
+    this(LearnerSettings.loadFrom(configURL));
   }
 
   Learner(LearnerSettings settings) {
@@ -83,12 +81,12 @@ public class Learner {
     VersatileMLDataSet data = new VersatileMLDataSet(source);
     final int inputSize = settings.inputColumns.size();
     for (int index = 0; index < inputSize; index++) {
-      LearnerSettingsColumnDefinition columnDefinition = settings.inputColumns.get(index);
+      SimpleColumnDefinition columnDefinition = settings.inputColumns.get(index);
       data.defineSourceColumn(columnDefinition.name, index, columnDefinition.type);
     }
     List<ColumnDefinition> targets = new ArrayList<>();
     for (int targetIndex = 0; targetIndex < settings.targetColumns.size(); targetIndex++) {
-      LearnerSettingsColumnDefinition columnDefinition = settings.targetColumns.get(targetIndex);
+      SimpleColumnDefinition columnDefinition = settings.targetColumns.get(targetIndex);
       targets.add(data.defineSourceColumn(columnDefinition.name, inputSize + targetIndex, columnDefinition.type));
     }
     if (targets.size() == 1) {
@@ -118,7 +116,24 @@ public class Learner {
     return result;
   }
 
+  void load(URL networkLocation, URL normalizationHelperLocation, boolean useJsonFormat)
+      throws IOException, ClassNotFoundException {
+    this.network = (BasicNetwork) EncogDirectoryPersistence.loadObject(networkLocation.openStream());
+    this.normalizationHelper = LearnerPersistenceUtils.loadNormalizationHelperFrom(
+        normalizationHelperLocation, useJsonFormat);
+  }
+
   void shutdown() {
     Encog.getInstance().shutdown();
   }
+
+  public void save() {
+    EncogDirectoryPersistence.saveObject(new File(settings.name + "_network.eg"), this.network);
+    try {
+      LearnerPersistenceUtils.saveNormalizationHelper(this.normalizationHelper,
+          new File(settings.name + "_normalizer.json").toURI().toURL(), true);
+    } catch (IOException e) {
+      logger.catching(e);
+    }
+  }
 }
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerGoal.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerGoal.java
new file mode 100644
index 0000000000000000000000000000000000000000..3c3bb624695de79a1dce060508b9b52d23ff7046
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerGoal.java
@@ -0,0 +1,11 @@
+package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
+
+/**
+ * Goal of the Learner.
+ *
+ * @author rschoene - Initial contribution
+ */
+public enum LearnerGoal {
+  ACTIVITY_PHONE_AND_WATCH,
+  PREFERENCE_BRIGHTNESS_IRIS
+}
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerKind.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerKind.java
new file mode 100644
index 0000000000000000000000000000000000000000..cbd9f047a3d12c1da42f3e69d3e79111f6c2c4c8
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerKind.java
@@ -0,0 +1,13 @@
+package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
+
+/**
+ * Kind of Learner.
+ *
+ * @author rschoene - Initial contribution
+ */
+public enum LearnerKind {
+  /** The standard learner, getting a CSV for initial training */
+  normal,
+  /** A learner loaded a pre-trained model, getting a BasicNetwork and a NormalizationHelper */
+  loaded
+}
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerPersistenceUtils.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerPersistenceUtils.java
new file mode 100644
index 0000000000000000000000000000000000000000..882fac6d48f804bd5e3c98be01dd4daf6d389cea
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/LearnerPersistenceUtils.java
@@ -0,0 +1,190 @@
+package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
+
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.NormalizationHelperData;
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.SimpleColumnDefinition;
+import de.tudresden.inf.st.eraser.util.ParserUtils;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.encog.EncogError;
+import org.encog.ml.data.versatile.NormalizationHelper;
+import org.encog.ml.data.versatile.columns.ColumnDefinition;
+import org.encog.ml.data.versatile.columns.ColumnType;
+import org.encog.ml.data.versatile.missing.MeanMissingHandler;
+import org.encog.ml.data.versatile.normalizers.Normalizer;
+import org.encog.ml.data.versatile.normalizers.RangeNormalizer;
+import org.encog.ml.data.versatile.normalizers.strategies.BasicNormalizationStrategy;
+import org.encog.ml.data.versatile.normalizers.strategies.NormalizationStrategy;
+
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.ObjectInputStream;
+import java.io.ObjectOutputStream;
+import java.net.URL;
+import java.net.URLConnection;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Optional;
+import java.util.stream.Collectors;
+
+/**
+ * Handles objects storing to and loading from files.
+ *
+ * @author rschoene - Initial contribution
+ */
+public class LearnerPersistenceUtils {
+
+  private static final Logger logger = LogManager.getLogger(LearnerPersistenceUtils.class);
+
+  static NormalizationHelper loadNormalizationHelperFrom(URL location, boolean useJsonFormat) throws IOException, ClassNotFoundException {
+    NormalizationHelper result;
+    if (useJsonFormat) {
+      NormalizationHelperData data = NormalizationHelperData.loadFrom(location);
+      result = new NormalizationHelper();
+      result.setSourceColumns(mapSimpleColumnDefs(data.sourceColumns));
+      result.setInputColumns(mapSimpleColumnDefs(data.inputColumns));
+      result.setOutputColumns(mapSimpleColumnDefs(data.outputColumns));
+      result.setNormStrategy(new BasicNormalizationStrategy(
+          data.inputLow, data.inputHigh, data.outputLow, data.outputHigh));
+      data.unknownValues.forEach(result::defineUnknownValue);
+      data.missingToMean.forEach((name, mean) -> findColumnDef(name, result).ifPresent(
+          columnDefinition -> result.defineMissingHandler(columnDefinition, new MeanMissingHandler())));
+    } else {
+      URLConnection connection = location.openConnection();
+      ObjectInputStream in = new ObjectInputStream(connection.getInputStream());
+      result = (NormalizationHelper) in.readObject();
+    }
+    return result;
+  }
+
+  private static Optional<ColumnDefinition> findColumnDef(String name, NormalizationHelper result) {
+    List<ColumnDefinition> allDefs = new ArrayList<>();
+    allDefs.addAll(result.getSourceColumns());
+    allDefs.addAll(result.getInputColumns());
+    allDefs.addAll(result.getOutputColumns());
+    for(ColumnDefinition colDef : allDefs) {
+      if (colDef.getName().equals(name)) {
+        return Optional.of(colDef);
+      }
+    }
+    logger.warn("Could not find column with name '{}'", name);
+    return Optional.empty();
+  }
+
+  private static List<ColumnDefinition> mapSimpleColumnDefs(List<SimpleColumnDefinition> columnDefinitions) {
+    return columnDefinitions.stream()
+        .map(colDef -> {
+          ColumnDefinition result = new ColumnDefinition(colDef.name, colDef.type);
+          result.setLow(colDef.low);
+          result.setHigh(colDef.high);
+          result.setSd(colDef.sd);
+          result.setMean(colDef.mean);
+          result.setCount(colDef.count);
+          result.setIndex(colDef.index);
+          colDef.classes.forEach(result::defineClass);
+          return result;
+        })
+        .collect(Collectors.toList());
+  }
+
+  private static List<SimpleColumnDefinition> mapColumnDefs(List<ColumnDefinition> columnDefinitions) {
+    return columnDefinitions.stream()
+        .map(colDef -> {
+          SimpleColumnDefinition result = new SimpleColumnDefinition();
+          result.name = colDef.getName();
+          result.type = colDef.getDataType();
+          result.low = colDef.getLow();
+          result.high = colDef.getHigh();
+          result.sd = colDef.getSd();
+          result.mean = colDef.getMean();
+          result.count = colDef.getCount();
+          result.index = colDef.getIndex();
+          result.classes = colDef.getClasses();
+          return result;
+        })
+        .collect(Collectors.toList());
+  }
+
+  static void saveNormalizationHelper(NormalizationHelper normalizationHelper, URL targetLocation, boolean useJsonFormat) throws IOException {
+    ObjectOutputStream out;
+    if (targetLocation.getProtocol().equals("file")) {
+      // we want to write to a file, thus can not use URL directly (FileURLConnection does not support output)
+      out = new ObjectOutputStream(new FileOutputStream(targetLocation.getFile()));
+    } else {
+      URLConnection connection = targetLocation.openConnection();
+      connection.setDoOutput(true);
+
+      out = new ObjectOutputStream(connection.getOutputStream());
+    }
+    if (useJsonFormat) {
+      NormalizationHelperData data = new NormalizationHelperData();
+      data.sourceColumns = mapColumnDefs(normalizationHelper.getSourceColumns());
+      data.inputColumns = mapColumnDefs(normalizationHelper.getInputColumns());
+      data.outputColumns = mapColumnDefs(normalizationHelper.getOutputColumns());
+      NormalizationStrategy normStrategy = normalizationHelper.getNormStrategy();
+      if (normStrategy instanceof BasicNormalizationStrategy) {
+        BasicNormalizationStrategy basicNormStrategy = (BasicNormalizationStrategy) normStrategy;
+        double[] lowAndHigh = extractLowAndHigh(basicNormStrategy.getInputNormalizers().get(ColumnType.continuous));
+        data.inputLow = lowAndHigh[0];
+        data.inputHigh = lowAndHigh[1];
+        lowAndHigh = extractLowAndHigh(basicNormStrategy.getOutputNormalizers().get(ColumnType.continuous));
+        data.outputLow = lowAndHigh[0];
+        data.outputHigh = lowAndHigh[1];
+      } else {
+        logger.warn("Unknown normalization strategy, can not serialize {}", normStrategy);
+      }
+      data.unknownValues = normalizationHelper.getUnknownValues();
+      testForMissingHandlers(normalizationHelper, data);
+      ParserUtils.saveTo(data, targetLocation);
+    } else {
+      out.writeObject(normalizationHelper);
+    }
+    out.close();
+  }
+
+  private static void testForMissingHandlers(NormalizationHelper normalizationHelper, NormalizationHelperData data) {
+    List<ColumnDefinition> allDefs = new ArrayList<>();
+    allDefs.addAll(normalizationHelper.getSourceColumns());
+    allDefs.addAll(normalizationHelper.getInputColumns());
+    allDefs.addAll(normalizationHelper.getOutputColumns());
+    String firstUnknown;
+    if (normalizationHelper.getUnknownValues().isEmpty()) {
+      normalizationHelper.defineUnknownValue(null);
+      firstUnknown = null;
+    } else {
+      firstUnknown = normalizationHelper.getUnknownValues().get(0);
+    }
+    double[] buffer = new double[1];
+    for (ColumnDefinition colDef : allDefs) {
+      try {
+        normalizationHelper.normalizeToVector(colDef, 0, buffer, false, firstUnknown);
+        // there was a missing handler defined
+        data.missingToMean.put(colDef.getName(), colDef.getMean());
+      } catch (EncogError e) {
+        // missing handler is not defined, so move on
+      }
+    }
+  }
+
+  private static double[] extractLowAndHigh(Normalizer norm) {
+    if (norm instanceof RangeNormalizer) {
+      /* reconstruct low and high from the normalizer, as we know the normalization formula is
+          result = ((value - col.low) / (col.high - col.low)) * (normHigh - normLow) + normLow
+         if the first part of the product is zero, we get normLow
+         if the first part of the product is one, we get normHigh
+       */
+      double[] buffer = new double[2];
+      ColumnDefinition colDef = new ColumnDefinition("dummy", ColumnType.continuous);
+      colDef.setLow(0);
+      colDef.setHigh(1);
+      // now we have (value / 1) as first part of the product
+      norm.normalizeColumn(colDef, 0, buffer, 0);
+      norm.normalizeColumn(colDef, 1, buffer, 1);
+      return buffer;
+    } else {
+      logger.error("Unknown normalizer, can not serialize {}", norm);
+      return new double[2];
+    }
+
+  }
+
+}
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningHandlerFactoryImpl.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningHandlerFactoryImpl.java
index 8e80845431b0dbbef529f457699d2dbab797e160..27e3b6c6aa1393804faeb24eeaf22d14754862a6 100644
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningHandlerFactoryImpl.java
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningHandlerFactoryImpl.java
@@ -7,6 +7,9 @@ import de.tudresden.inf.st.eraser.jastadd.model.MachineLearningHandlerFactory;
 import java.io.IOException;
 import java.net.URL;
 
+import static de.tudresden.inf.st.eraser.feedbackloop.learner_backup.LearnerGoal.ACTIVITY_PHONE_AND_WATCH;
+import static de.tudresden.inf.st.eraser.feedbackloop.learner_backup.LearnerGoal.PREFERENCE_BRIGHTNESS_IRIS;
+
 /**
  * Factory to create handlers of type {@link MachineLearningHandlerFactoryImpl}.
  *
@@ -17,14 +20,14 @@ public class MachineLearningHandlerFactoryImpl extends MachineLearningHandlerFac
   private MachineLearningImpl handler;
 
   @Override
-  public void initializeFor(MachineLearningHandlerFactoryTarget target, URL configUrl) throws IOException {
+  public void initializeFor(MachineLearningHandlerFactoryTarget target, URL configUrl) throws IOException, ClassNotFoundException {
     switch (target) {
       case ACTIVITY_RECOGNITION:
-        handler = new MachineLearningImpl(MachineLearningImpl.GOAL_ACTIVITY_PHONE_AND_WATCH, configUrl);
+        handler = new MachineLearningImpl(ACTIVITY_PHONE_AND_WATCH, configUrl);
         handler.setKnowledgeBaseRoot(knowledgeBase);
         break;
       case PREFERENCE_LEARNING:
-        handler = new MachineLearningImpl(MachineLearningImpl.GOAL_PREFERENCE_BRIGHTNESS_IRIS, configUrl);
+        handler = new MachineLearningImpl(PREFERENCE_BRIGHTNESS_IRIS, configUrl);
         handler.setKnowledgeBaseRoot(knowledgeBase);
         break;
       default:
@@ -43,9 +46,10 @@ public class MachineLearningHandlerFactoryImpl extends MachineLearningHandlerFac
     return handler;
   }
 
+  @Override
   public void shutdown() {
     if (handler != null) {
-      handler.getLearner().shutdown();
+      handler.shutdown();
     }
   }
 }
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningImpl.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningImpl.java
index f5d241096a459b01ea0e2ebc5e1813911441e60f..f729b0f8093f0d16467f628c4fb4fdcb4c2c3279 100644
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningImpl.java
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/MachineLearningImpl.java
@@ -1,9 +1,11 @@
 package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
 
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.LearnerScenarioDefinition;
 import de.tudresden.inf.st.eraser.jastadd.model.*;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
 
+import java.io.File;
 import java.io.IOException;
 import java.net.MalformedURLException;
 import java.net.URL;
@@ -13,12 +15,13 @@ import java.util.stream.Collectors;
 
 public class MachineLearningImpl implements MachineLearningDecoder, MachineLearningEncoder {
 
-  public static final int GOAL_ACTIVITY_PHONE_AND_WATCH = 1;
-  public static final int GOAL_PREFERENCE_BRIGHTNESS_IRIS = 2;
+//  public static final int GOAL_ACTIVITY_PHONE_AND_WATCH = 1;
+//  public static final int GOAL_PREFERENCE_BRIGHTNESS_IRIS = 2;
 
   private final Logger logger = LogManager.getLogger(MachineLearningImpl.class);
   private final Learner learner;
-  private final int goal;
+  private final LearnerGoal goal;
+  private final LearnerScenarioDefinition scenarioDefinition;
 
   private List<Item> target_item_list;
   private List<Item> relevant_item_list;
@@ -34,8 +37,16 @@ public class MachineLearningImpl implements MachineLearningDecoder, MachineLearn
   private String activity_result;
   private Instant lastModelUpdate;
 
-  public MachineLearningImpl(int goal, URL configURL) throws IOException {
-    this.learner = new Learner(configURL);
+  /**
+   * Create a new MachineLearning handler.
+   * @param goal      The goal of the learner
+   * @param configURL The URL for the {@link LearnerScenarioDefinition}
+   * @throws IOException If an error occurs during initialization of the Learner
+   */
+  public MachineLearningImpl(LearnerGoal goal, URL configURL) throws IOException {
+    scenarioDefinition = LearnerScenarioDefinition.loadFrom(configURL);
+    URL learnerSettingsURL = filenameToURL(scenarioDefinition.definitionFile);
+    this.learner = new Learner(learnerSettingsURL);
     this.goal = goal;
   }
 
@@ -45,29 +56,10 @@ public class MachineLearningImpl implements MachineLearningDecoder, MachineLearn
     SmartHomeEntityModel model = this.root.getSmartHomeEntityModel();
     List<String> targetItemNames, relevantItemNames;
     switch (this.goal) {
-      case GOAL_ACTIVITY_PHONE_AND_WATCH:
-        targetItemNames = Collections.singletonList("activity");
-        relevantItemNames = Arrays.asList(
-            "m_accel_x",
-            "m_accel_y",
-            "m_accel_z",
-            "m_rotation_x",
-            "m_rotation_y",
-            "m_rotation_z",
-            "w_accel_x",
-            "w_accel_y",
-            "w_accel_z",
-            "w_rotation_x",
-            "w_rotation_y",
-            "w_rotation_z"
-        );
-        break;
-      case GOAL_PREFERENCE_BRIGHTNESS_IRIS:
-        targetItemNames = Collections.singletonList("iris1_item");
-        relevantItemNames = Arrays.asList(
-            "activity",
-            "w_brightness"
-        );
+      case ACTIVITY_PHONE_AND_WATCH:
+      case PREFERENCE_BRIGHTNESS_IRIS:
+        targetItemNames = scenarioDefinition.targetItemNames;
+        relevantItemNames = scenarioDefinition.relevantItemNames;
         break;
       default:
         logger.error("Unknown goal value ({}) set", this.goal);
@@ -99,48 +91,50 @@ public class MachineLearningImpl implements MachineLearningDecoder, MachineLearn
     /* FIXME either save state of unchanged items here (if only changed items are reported) <- pull model
              or let knowledge base pass all relevant items <- push model
     */
-    if (this.goal == GOAL_ACTIVITY_PHONE_AND_WATCH) {
-
-      for (Item item : changedItems) {
-        if(item.getID().equals("m_accel_x"))
-        {
-          a_length = 0;
-        }
-        int i = 0;
-        for (Item item1 : relevant_item_list) {
-          if (item.getTopic().toString().equals(item1.getTopic().toString())) {
-            this.a_new_data[i] = item.getStateAsString();
+    switch (this.goal) {
+      case ACTIVITY_PHONE_AND_WATCH:
+        for (Item item : changedItems) {
+          if (item.getID().equals("m_accel_x")) {
+            a_length = 0;
           }
-          i++;
-        }
-        a_length++;
-      }
-      if(a_length == 12){
-        for (String value : a_new_data){
-          if(value == null){
-            empty = true;
-            break;
+          int i = 0;
+          for (Item item1 : relevant_item_list) {
+            if (item.getTopic().toString().equals(item1.getTopic().toString())) {
+              this.a_new_data[i] = item.getStateAsString();
+            }
+            i++;
           }
+          a_length++;
         }
-        if(!empty){
-          this.activity_result = learner.predictor(a_new_data)[0];
-        }
-        a_length = 0;
-        Arrays.fill(this.a_new_data, null);
-      }
-
-    } else if (this.goal == GOAL_PREFERENCE_BRIGHTNESS_IRIS) {
-      for (Item item : changedItems) {
-        if (root.getSmartHomeEntityModel().getActivityItem().equals(item)) {
-          String test = item.getStateAsString();
-          int index = Math.round(Float.parseFloat(test));
-          this.p_new_data[0] = root.getMachineLearningRoot().getActivity(index).getLabel();
+        if (a_length == 12) {
+          for (String value : a_new_data) {
+            if (value == null) {
+              empty = true;
+              break;
+            }
+          }
+          if (!empty) {
+            this.activity_result = learner.predictor(a_new_data)[0];
+          }
+          a_length = 0;
+          Arrays.fill(this.a_new_data, null);
         }
-        if (item.getID().equals("w_brightness")) {
-          this.p_new_data[1] = item.getStateAsString();
+        break;
+      case PREFERENCE_BRIGHTNESS_IRIS:
+        for (Item item : changedItems) {
+          if (root.getSmartHomeEntityModel().getActivityItem().equals(item)) {
+            String test = item.getStateAsString();
+            int index = Math.round(Float.parseFloat(test));
+            this.p_new_data[0] = root.getMachineLearningRoot().getActivity(index).getLabel();
+          }
+          if (item.getID().equals("w_brightness")) {
+            this.p_new_data[1] = item.getStateAsString();
+          }
         }
-      }
-      this.preference_result = learner.predictor(this.p_new_data);
+        this.preference_result = learner.predictor(this.p_new_data);
+        break;
+      default:
+        logger.error("Unknown goal value ({}) set in newData", this.goal);
     }
   }
 
@@ -168,23 +162,15 @@ public class MachineLearningImpl implements MachineLearningDecoder, MachineLearn
   public MachineLearningResult classify() {
     MachineLearningResult result = new MachineLearningResult();
     switch (this.goal) {
-      case GOAL_ACTIVITY_PHONE_AND_WATCH:
-        String activityStringValue = activity_result;
-        if (activityStringValue == null) {
+      case ACTIVITY_PHONE_AND_WATCH:
+        if (activity_result == null) {
           return result;
         }
         Item activityItem = resolve(this.root.getSmartHomeEntityModel(), "activity");
-        ItemUpdate classifiedActivity = null;
-        for (Activity activity : this.root.getMachineLearningRoot().getActivityList()) {
-          if (activity.getLabel().equals(activityStringValue)) {
-            classifiedActivity = new ItemUpdateDouble(activityItem, activity.getIdentifier());
-          }
-        }
-        if (classifiedActivity != null) {
-          result.addItemUpdate(classifiedActivity);
-        }
-        return result;
-      case GOAL_PREFERENCE_BRIGHTNESS_IRIS:
+        this.root.resolveActivity(activity_result).ifPresent(
+            activity -> result.addItemUpdate(new ItemUpdateDouble(activityItem, activity.getIdentifier())));
+        break;
+      case PREFERENCE_BRIGHTNESS_IRIS:
         Item iris1 = resolve(this.root.getSmartHomeEntityModel(), "iris1_item");
         int color = 0;
         int brightness = 0;
@@ -193,19 +179,33 @@ public class MachineLearningImpl implements MachineLearningDecoder, MachineLearn
           brightness = Math.round(Float.parseFloat(preference_result[1]));
         }
         result.addItemUpdate(new ItemUpdateColor(iris1, TupleHSB.of(color, 100, brightness)));
-        return result;
+        break;
       default:
         logger.error("Unknown goal value ({}) set in classify", this.goal);
-        return result;
     }
+    return result;
   }
 
-  void startTraining() throws MalformedURLException {
-    learner.train();
+  void startTraining() throws IOException, ClassNotFoundException {
+    switch (this.scenarioDefinition.kind) {
+      case normal:
+        learner.train(filenameToURL(this.scenarioDefinition.dataFiles.get(0)));
+        break;
+      case loaded:
+        learner.load(filenameToURL(this.scenarioDefinition.dataFiles.get(0)),
+            filenameToURL(this.scenarioDefinition.dataFiles.get(1)), true);
+    }
     this.lastModelUpdate = Instant.now();
   }
 
-  Learner getLearner() {
-    return learner;
+  void shutdown() {
+    if (this.scenarioDefinition.saveModels) {
+      learner.save();
+    }
+    learner.shutdown();
+  }
+
+  private static URL filenameToURL(String filename) throws MalformedURLException {
+    return new File(filename).toURI().toURL();
   }
 }
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Main.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Main.java
index 5df0fc2707eccb05fc8ee37229411fe0a535ffb5..4aa97dabac3c0747cf879d579196d0fea3ad361b 100644
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Main.java
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/Main.java
@@ -4,16 +4,18 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.LearnerSettings;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
+import org.encog.ml.data.versatile.NormalizationHelper;
 import org.encog.util.csv.CSVFormat;
 import org.encog.util.csv.ReadCSV;
 
 import java.io.File;
 import java.io.IOException;
-import java.net.MalformedURLException;
+import java.net.URL;
 import java.nio.file.Paths;
 import java.util.Arrays;
 import java.util.stream.Collectors;
 
+@SuppressWarnings("unused")
 public class Main {
 
   private static final Logger logger = LogManager.getLogger(Main.class);
@@ -25,7 +27,18 @@ public class Main {
 //    learner.preference_train("../datasets/backup/preference_data.csv");
 //    learner.train("datasets/backup/activity_data.csv","datasets/backup/preference_data.csv");
 //    activity_validation_learner();
-    testSettings();
+//    testSettings();
+    testLoadNormalizationHelper();
+  }
+
+  private static void testLoadNormalizationHelper() {
+    try {
+      URL binaryURL = Paths.get("src", "test", "resources", "activity_normalizer.bin").toUri().toURL();
+      NormalizationHelper normalizer = LearnerPersistenceUtils.loadNormalizationHelperFrom(binaryURL, false);
+      System.out.println("loaded");
+    } catch (IOException | ClassNotFoundException e) {
+      logger.catching(e);
+    }
   }
 
   private static void testSettings() {
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/ReaderCSV.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/ReaderCSV.java
index 0fd0f005edc4ea0e9147f92dbbf6c7241c4c724c..ee3b5aceed331350341b22a5ad5cda52408d8539 100644
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/ReaderCSV.java
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop.learner_backup/ReaderCSV.java
@@ -1,19 +1,15 @@
 package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
 
-import java.awt.*;
-import java.io.FileReader;
-import java.io.*;
-import java.util.Arrays;
-
 import com.opencsv.CSVReader;
-import org.apache.http.client.fluent.Request;
 import org.apache.http.HttpResponse;
+import org.apache.http.client.fluent.Request;
 import org.apache.http.entity.ContentType;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
-import java.util.concurrent.locks.Lock;
-import java.util.concurrent.locks.Condition;
-import java.util.concurrent.locks.ReentrantLock;
+
+import java.io.File;
+import java.io.FileReader;
+import java.util.Arrays;
 
 public class ReaderCSV{
 
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerScenarioDefinition.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerScenarioDefinition.java
new file mode 100644
index 0000000000000000000000000000000000000000..c6151128a2af6a9845cb36e9d4c5c77c1f062b3a
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerScenarioDefinition.java
@@ -0,0 +1,30 @@
+package de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data;
+
+import com.fasterxml.jackson.annotation.JsonInclude;
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.LearnerKind;
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.MachineLearningImpl;
+import de.tudresden.inf.st.eraser.util.ParserUtils;
+
+import java.io.IOException;
+import java.net.URL;
+import java.util.List;
+
+/**
+ * Settings to initialize {@link MachineLearningImpl}.
+ *
+ * @author rschoene - Initial contribution
+ */
+@JsonInclude(JsonInclude.Include.NON_DEFAULT)
+public class LearnerScenarioDefinition {
+  public List<String> relevantItemNames;
+  public List<String> targetItemNames;
+  public String definitionFile;
+  public List<String> dataFiles;
+  public LearnerKind kind = LearnerKind.normal;
+  /** Save models at shutdown */
+  public boolean saveModels = false;
+
+  public static LearnerScenarioDefinition loadFrom(URL location) throws IOException {
+    return ParserUtils.loadFrom(location, LearnerScenarioDefinition.class);
+  }
+}
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettings.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettings.java
index cd035bd1d0e6d6bfa4a25f0a10eb9c4c18fadc35..e8d4c856565dd5c4d2ed095349764006d577e356 100644
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettings.java
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettings.java
@@ -2,10 +2,12 @@ package de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data;
 
 import com.fasterxml.jackson.annotation.JsonInclude;
 import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.Learner;
-import org.encog.ml.data.versatile.columns.ColumnDefinition;
+import de.tudresden.inf.st.eraser.util.ParserUtils;
 import org.encog.ml.factory.MLMethodFactory;
 import org.encog.ml.model.EncogModel;
 
+import java.io.IOException;
+import java.net.URL;
 import java.util.List;
 
 /**
@@ -18,9 +20,9 @@ public class LearnerSettings {
   /** Description what this learner is about to learn */
   public String name;
   /** Input columns (of the CSV used for training) */
-  public List<LearnerSettingsColumnDefinition> inputColumns;
+  public List<SimpleColumnDefinition> inputColumns;
   /** Target columns (of the CSV used for training) */
-  public List<LearnerSettingsColumnDefinition> targetColumns;
+  public List<SimpleColumnDefinition> targetColumns;
   /** Training method */
   public String trainingMethod = MLMethodFactory.TYPE_FEEDFORWARD;
   /** Training parameter. Used in {@link EncogModel#holdBackValidation(double, boolean, int)}  */
@@ -34,4 +36,9 @@ public class LearnerSettings {
 
   /** Filename to load initial data from. Should be in another settings file! */
   public String initialDataFile = null;
+
+  public static LearnerSettings loadFrom(URL location) throws IOException {
+    return ParserUtils.loadFrom(location, LearnerSettings.class);
+  }
+
 }
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettingsColumnDefinition.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettingsColumnDefinition.java
deleted file mode 100644
index 8f9408374c21fc962862f704f1ed19469759bb5f..0000000000000000000000000000000000000000
--- a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/LearnerSettingsColumnDefinition.java
+++ /dev/null
@@ -1,15 +0,0 @@
-package de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data;
-
-import com.fasterxml.jackson.annotation.JsonInclude;
-import org.encog.ml.data.versatile.columns.ColumnType;
-
-/**
- * Simple representation of a {@link org.encog.ml.data.versatile.columns.ColumnDefinition}.
- *
- * @author rschoene - Initial contribution
- */
-@JsonInclude(JsonInclude.Include.NON_DEFAULT)
-public class LearnerSettingsColumnDefinition {
-  public String name;
-  public ColumnType type;
-}
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/NormalizationHelperData.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/NormalizationHelperData.java
new file mode 100644
index 0000000000000000000000000000000000000000..1f89a300015b50de605482ae74dea7f31847e315
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/NormalizationHelperData.java
@@ -0,0 +1,33 @@
+package de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data;
+
+import com.fasterxml.jackson.annotation.JsonInclude;
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import java.io.IOException;
+import java.net.URL;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Settings to initialize {@link org.encog.ml.data.versatile.NormalizationHelper}.
+ *
+ * @author rschoene - Initial contribution
+ */
+@JsonInclude(JsonInclude.Include.NON_DEFAULT)
+public class NormalizationHelperData {
+  public List<SimpleColumnDefinition> sourceColumns;
+  public List<SimpleColumnDefinition> inputColumns;
+  public List<SimpleColumnDefinition> outputColumns;
+  public double inputLow;
+  public double inputHigh;
+  public double outputLow;
+  public double outputHigh;
+  public List<String> unknownValues = new ArrayList<>();
+  public Map<String, Double> missingToMean = new HashMap<>();
+
+  public static NormalizationHelperData loadFrom(URL location) throws IOException {
+    return new ObjectMapper().readValue(location, NormalizationHelperData.class);
+  }
+}
diff --git a/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/SimpleColumnDefinition.java b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/SimpleColumnDefinition.java
new file mode 100644
index 0000000000000000000000000000000000000000..23ee6c54f315ee789fbcb8f72db334e42c71b1c0
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/data/SimpleColumnDefinition.java
@@ -0,0 +1,25 @@
+package de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data;
+
+import com.fasterxml.jackson.annotation.JsonInclude;
+import org.encog.ml.data.versatile.columns.ColumnType;
+
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * Simple, serializable representation of a {@link org.encog.ml.data.versatile.columns.ColumnDefinition}.
+ *
+ * @author rschoene - Initial contribution
+ */
+@JsonInclude(JsonInclude.Include.NON_DEFAULT)
+public class SimpleColumnDefinition {
+  public String name;
+  public ColumnType type;
+  public int count = -1;
+  public int index = -1;
+  public double low = Double.NaN;
+  public double high = Double.NaN;
+  public double mean = Double.NaN;
+  public double sd = Double.NaN;
+  public List<String> classes = new ArrayList<>();
+}
diff --git a/feedbackloop.learner_backup/src/main/resources/activity_data.csv b/feedbackloop.learner_backup/src/main/resources/activity_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c32f9706f812e54cc6dc58a1876c806503530d9e
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/activity_data.csv
@@ -0,0 +1,369 @@
+0.2717419,8.698134,4.471172,0.043741,0.515962,0.854318,1.8818425,4.9320555,8.145074,0.2374878,-0.032836914,0.3381958,working
+0.2813187,8.604761,4.55856,0.041658,0.510887,0.857407,1.8818425,4.9320555,8.145074,0.2374878,-0.032836914,0.3381958,working
+0.23822308,8.622718,4.406528,0.03991,0.512086,0.856781,1.8818425,4.9320555,8.145074,0.2374878,-0.032836914,0.3381958,working
+0.11731588,8.619126,4.4783545,0.038642,0.513641,0.855887,2.0590134,5.7125654,6.4547677,0.2374878,-0.032836914,0.3381958,working
+0.24181437,8.669404,4.486734,0.04219,0.515633,0.854455,2.0829554,4.6112323,7.302315,0.30133057,0.005004883,0.3652954,working
+0.19632454,8.66701,4.4556093,0.041381,0.51905,0.852327,0.21547815,-1.0773908,9.294291,0.0087890625,-0.002319336,0.5358887,working
+0.23343466,8.623915,4.4328647,0.042787,0.516075,0.853984,0.7757214,3.490746,9.370906,0.10900879,0.048583984,0.53826904,working
+0.18555063,8.669404,4.437653,0.043233,0.516444,0.853727,1.1109096,2.1978772,9.299079,0.056274414,0.01751709,0.55133057,working
+0.21547815,8.698134,4.4125137,0.043405,0.515751,0.854099,0.36391866,-0.8283938,9.763555,-0.009521484,-0.016784668,0.5675049,working
+0.3890578,8.66701,4.4520183,0.039945,0.519914,0.851807,1.1875241,-1.8243817,7.465121,0.04333496,-0.003479004,0.5588989,working
+0.12808979,8.670602,4.3634324,0.039883,0.521765,0.850612,1.1875241,-1.8243817,7.465121,0.04333496,-0.003479004,0.5588989,working
+0.10654198,8.6574335,4.414908,0.040269,0.516884,0.853285,1.2066777,-1.1444284,9.648633,1.2207031E-4,-0.055358887,0.5834961,working
+0.08140286,8.76637,4.1539397,0.039312,0.527554,0.84693,0.44532153,-2.1452048,9.543288,-0.05847168,-0.039367676,0.52716064,working
+0.17956513,8.698134,4.1814733,0.041489,0.52054,0.850801,0.6368576,-0.6512229,9.998186,0.034851074,-0.028747559,0.53570557,working
+0.02633622,8.651448,4.3873744,0.040486,0.520068,0.850974,1.508347,0.19632454,9.749189,0.08312988,-0.020568848,0.57818604,working
+0.010773907,8.610746,4.4963107,0.047136,0.515427,0.852877,0.9720459,-1.3694834,9.696517,-0.0056152344,-0.049438477,0.5576782,working
+0.21906945,8.929175,3.6032736,0.047929,0.528586,0.845337,1.043872,-0.59855044,10.160992,0.0053100586,-0.024353027,0.52856445,working
+-0.15801731,8.755595,4.423288,0.048114,0.519962,0.849552,1.1923125,-0.08140286,9.849746,0.052856445,-0.003540039,0.5180054,working
+0.05865794,8.665813,4.332308,0.045692,0.518734,0.850569,2.5905263,0.90021986,9.873688,0.12976074,-0.029785156,0.532959,working
+0.06584055,8.605958,4.477157,0.048499,0.515082,0.852584,2.327164,2.0398598,8.001422,0.20056152,0.003479004,0.48242188,working
+0.05865794,8.631097,4.3861775,0.046089,0.516823,0.851908,2.0111294,1.2354081,9.006987,0.16241455,-0.02746582,0.46368408,working
+-0.017956512,8.627506,4.4675803,0.047409,0.513421,0.853688,1.1779473,-0.51235914,9.773131,0.057434082,-0.011291504,0.5081787,working
+-0.18794483,8.659827,4.4783545,0.041528,0.515836,0.852265,0.9959879,0.7469909,9.672575,0.07373047,-0.002319336,0.5019531,working
+-0.027533319,8.591593,4.620809,0.046683,0.510911,0.854784,3.0550013,3.6487634,8.48984,0.25952148,-0.010253906,0.43432617,working
+-0.08140286,8.716091,4.332308,0.042494,0.517638,0.85112,1.3455414,-0.49320555,9.89763,0.034423828,-0.038757324,0.4852295,working
+-0.22146365,8.836999,4.1036615,0.038773,0.531266,0.842643,2.2266076,3.2369606,8.465898,0.26757812,0.02154541,0.43115234,working
+1.0761937,11.745954,2.4648306,0.526819,0.526535,0.468877,-9.270349,-2.4372973,1.0390835,-0.7081909,-0.08135986,0.6744995,walking
+-1.8710686,8.711303,-1.5227122,0.54441,0.510167,0.46156,-9.270349,-2.4372973,1.0390835,-0.7081909,-0.08135986,0.6744995,walking
+-0.63087213,9.64983,-2.3463178,0.218222,0.734833,0.617411,-11.353305,-1.388637,0.16759412,-0.6591797,-0.101745605,0.7449341,walking
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diff --git a/feedbackloop.learner_backup/src/main/resources/activity_network.eg b/feedbackloop.learner_backup/src/main/resources/activity_network.eg
new file mode 100644
index 0000000000000000000000000000000000000000..fe2db897c735129ebcb8d841a141d1a41eb77646
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/activity_network.eg
@@ -0,0 +1,24 @@
+encog,BasicNetwork,java,3.4.0,1,1573056726663
+[BASIC]
+[BASIC:PARAMS]
+[BASIC:NETWORK]
+beginTraining=0
+connectionLimit=0
+contextTargetOffset=0,0,0
+contextTargetSize=0,0,0
+endTraining=2
+hasContext=f
+inputCount=12
+layerCounts=6,20,13
+layerFeedCounts=6,19,12
+layerContextCount=0,0,0
+layerIndex=0,6,26
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+weightIndex=0,120,367
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+biasActivation=0,1,1
+[BASIC:ACTIVATION]
+"org.encog.engine.network.activation.ActivationTANH"
+"org.encog.engine.network.activation.ActivationTANH"
+"org.encog.engine.network.activation.ActivationLinear"
diff --git a/feedbackloop.learner_backup/src/main/resources/activity_normalizer.json b/feedbackloop.learner_backup/src/main/resources/activity_normalizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..696d9bdd1d5f54f0800989002820c9c788d14fc0
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/activity_normalizer.json
@@ -0,0 +1,236 @@
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+  "unknownValues" : [ null ]
+}
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/main/resources/learner_activity_phone_and_watch.json b/feedbackloop.learner_backup/src/main/resources/learner_activity_phone_and_watch.json
new file mode 100644
index 0000000000000000000000000000000000000000..acabbdd4aa0de9e2b7c968260242898dd8e78b69
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/learner_activity_phone_and_watch.json
@@ -0,0 +1,24 @@
+{
+  "relevantItemNames": [
+    "m_accel_x",
+    "m_accel_y",
+    "m_accel_z",
+    "m_rotation_x",
+    "m_rotation_y",
+    "m_rotation_z",
+    "w_accel_x",
+    "w_accel_y",
+    "w_accel_z",
+    "w_rotation_x",
+    "w_rotation_y",
+    "w_rotation_z"
+  ],
+  "targetItemNames": [
+    "activity"
+  ],
+  "definitionFile": "src/test/resources/activity_definition.json",
+  "dataFiles": [
+    "src/test/resources/activity_data.csv"
+  ],
+  "saveModels": false
+}
diff --git a/feedbackloop.learner_backup/src/main/resources/learner_preferences_brightness_iris.json b/feedbackloop.learner_backup/src/main/resources/learner_preferences_brightness_iris.json
new file mode 100644
index 0000000000000000000000000000000000000000..8b2c9ad308352b14a8afba7599ecb400230d7af7
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/learner_preferences_brightness_iris.json
@@ -0,0 +1,14 @@
+{
+  "relevantItemNames": [
+    "activity",
+    "w_brightness"
+  ],
+  "targetItemNames": [
+    "iris1_item"
+  ],
+  "definitionFile": "src/test/resources/preference_definition.json",
+  "dataFiles": [
+    "src/test/resources/preference_data.csv"
+  ],
+  "saveModels": false
+}
diff --git a/feedbackloop.learner_backup/src/main/resources/loaded_learner_activity_phone_and_watch.json b/feedbackloop.learner_backup/src/main/resources/loaded_learner_activity_phone_and_watch.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ce0a51178033c58e6f21ecb3d1fae11a6530176
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/loaded_learner_activity_phone_and_watch.json
@@ -0,0 +1,25 @@
+{
+  "relevantItemNames": [
+    "m_accel_x",
+    "m_accel_y",
+    "m_accel_z",
+    "m_rotation_x",
+    "m_rotation_y",
+    "m_rotation_z",
+    "w_accel_x",
+    "w_accel_y",
+    "w_accel_z",
+    "w_rotation_x",
+    "w_rotation_y",
+    "w_rotation_z"
+  ],
+  "targetItemNames": [
+    "activity"
+  ],
+  "definitionFile": "src/test/resources/activity_definition.json",
+  "dataFiles": [
+    "src/test/resources/activity_network.eg",
+    "src/test/resources/activity_normalizer.json"
+  ],
+  "kind": "loaded"
+}
diff --git a/feedbackloop.learner_backup/src/main/resources/loaded_learner_preferences_brightness_iris.json b/feedbackloop.learner_backup/src/main/resources/loaded_learner_preferences_brightness_iris.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ec4d871adb20154966c43e68ef089a10f4d9b02
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/loaded_learner_preferences_brightness_iris.json
@@ -0,0 +1,15 @@
+{
+  "relevantItemNames": [
+    "activity",
+    "w_brightness"
+  ],
+  "targetItemNames": [
+    "iris1_item"
+  ],
+  "definitionFile": "src/test/resources/preference_definition.json",
+  "dataFiles": [
+    "src/test/resources/preference_network.eg",
+    "src/test/resources/preference_normalizer.json"
+  ],
+  "kind": "loaded"
+}
diff --git a/feedbackloop.learner_backup/src/main/resources/preference_data.csv b/feedbackloop.learner_backup/src/main/resources/preference_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..264467a975f3de3001a57bc9902ec5d9308db23f
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/preference_data.csv
@@ -0,0 +1,600 @@
+walking,medium,120,70
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+walking,medium,120,70
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diff --git a/feedbackloop.learner_backup/src/main/resources/preference_network.eg b/feedbackloop.learner_backup/src/main/resources/preference_network.eg
new file mode 100644
index 0000000000000000000000000000000000000000..1587e1da370b0124f809132166145f4741384a76
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/preference_network.eg
@@ -0,0 +1,24 @@
+encog,BasicNetwork,java,3.4.0,1,1573117410995
+[BASIC]
+[BASIC:PARAMS]
+[BASIC:NETWORK]
+beginTraining=0
+connectionLimit=0
+contextTargetOffset=0,0,0
+contextTargetSize=0,0,0
+endTraining=2
+hasContext=f
+inputCount=10
+layerCounts=2,7,11
+layerFeedCounts=2,6,10
+layerContextCount=0,0,0
+layerIndex=0,2,9
+output=-0.6381859116,0.3999935955,-0.6540824672,0.7389201853,0.9938086675,0.9744616654,-0.9998339089,0.911158752,1,-1,-1,-1,-1,-1,1,-1,1,-1,-1,1
+outputCount=2
+weightIndex=0,14,80
+weights=-2.2442844715,0.360914345,0.1013390668,-0.6391682758,1.3438935674,-0.4978456338,-0.170321037,0.8003732757,0.915248595,2.0407802432,-1.8826965793,-0.0195990503,-0.0125650557,0.0691792866,-0.4505245774,-0.3256543307,-0.4666017567,-0.5881366551,1.9781769307,-0.3349721024,-0.8605579705,-0.1100200458,0.1373966455,0.3000984192,-0.6132118127,-0.5722441964,0.4528791857,-0.5797529708,1.5866346514,-0.4129251382,0.4931087639,-0.9064649265,-0.0032546631,0.7438195148,-0.4720461064,0.2981426389,0.1522369118,0.7132860409,-0.5736723943,0.021228877,0.4853956744,0.5589259044,-1.3403586258,2.2111834668,-2.5310840076,2.7268975262,-0.2288535369,-0.5730428823,0.456874404,-0.8039689625,0.2972606181,0.6557258144,0.4426663626,0.7848014523,0.5849130255,-0.8301874694,-1.0571770329,0.076641765,-1.3871133692,0.3709447004,-0.4032415216,3.9107091517,-0.6455690937,-0.8192705336,0.2195543966,0.8971750301,0.3284791954,1.815129938,-0.5670301457,1.4246698687,-0.8056742788,0.1254233733,-0.1005919109,-0.6978992274,2.0372389285,0.2320539506,0.2233571532,0.7194574942,-0.7761286713,-0.6049784996
+biasActivation=0,1,1
+[BASIC:ACTIVATION]
+"org.encog.engine.network.activation.ActivationTANH"
+"org.encog.engine.network.activation.ActivationTANH"
+"org.encog.engine.network.activation.ActivationLinear"
diff --git a/feedbackloop.learner_backup/src/main/resources/preference_normalizer.json b/feedbackloop.learner_backup/src/main/resources/preference_normalizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..f606c0beee7af46f172904c428ca20e8ff1cadcd
--- /dev/null
+++ b/feedbackloop.learner_backup/src/main/resources/preference_normalizer.json
@@ -0,0 +1,66 @@
+{
+  "sourceColumns" : [ {
+    "name" : "activity",
+    "type" : "nominal",
+    "index" : 0,
+    "classes" : [ "walking", "reading", "working", "dancing", "lying", "getting up" ]
+  }, {
+    "name" : "w_brightness",
+    "type" : "nominal",
+    "index" : 1,
+    "classes" : [ "bright", "medium", "dimmer", "dark" ]
+  }, {
+    "name" : "label1",
+    "type" : "continuous",
+    "count" : 599,
+    "index" : 2,
+    "low" : 7.0,
+    "high" : 300.0,
+    "mean" : 151.2186978297162,
+    "sd" : 100.8570150267567
+  }, {
+    "name" : "label2",
+    "type" : "continuous",
+    "count" : 599,
+    "index" : 3,
+    "low" : 0.0,
+    "high" : 100.0,
+    "mean" : 24.273789649415694,
+    "sd" : 33.34594053873994
+  } ],
+  "inputColumns" : [ {
+    "name" : "activity",
+    "type" : "nominal",
+    "index" : 0,
+    "classes" : [ "walking", "reading", "working", "dancing", "lying", "getting up" ]
+  }, {
+    "name" : "w_brightness",
+    "type" : "nominal",
+    "index" : 1,
+    "classes" : [ "bright", "medium", "dimmer", "dark" ]
+  } ],
+  "outputColumns" : [ {
+    "name" : "label1",
+    "type" : "continuous",
+    "count" : 599,
+    "index" : 2,
+    "low" : 7.0,
+    "high" : 300.0,
+    "mean" : 151.2186978297162,
+    "sd" : 100.8570150267567
+  }, {
+    "name" : "label2",
+    "type" : "continuous",
+    "count" : 599,
+    "index" : 3,
+    "low" : 0.0,
+    "high" : 100.0,
+    "mean" : 24.273789649415694,
+    "sd" : 33.34594053873994
+  } ],
+  "inputLow" : -1.0,
+  "inputHigh" : 1.0,
+  "outputLow" : -1.0,
+  "outputHigh" : 1.0,
+  "unknownValues" : [ null ]
+}
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerSubjectUnderTest.java b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerSubjectUnderTest.java
index 7a9a9c702d3dd76fcf405de37c7f84c85d75fdd3..69ca8bd716f5d77f7ebdca4a86a10dcd633bf4b9 100644
--- a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerSubjectUnderTest.java
+++ b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerSubjectUnderTest.java
@@ -25,7 +25,7 @@ class LearnerSubjectUnderTest {
     factory.setKnowledgeBaseRoot(root);
   }
 
-  void initFor(MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget factoryTarget, URL configURL) throws IOException {
+  void initFor(MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget factoryTarget, URL configURL) throws IOException, ClassNotFoundException {
     factory.initializeFor(factoryTarget, configURL);
     encoder = factory.createEncoder();
     decoder = factory.createDecoder();
diff --git a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTest.java b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTest.java
index bdeef5e79f7618c2de867a813e54bf9cc8228d12..75d162aa2442ea0699c31e42ff9283c379947218 100644
--- a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTest.java
+++ b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTest.java
@@ -1,15 +1,16 @@
 package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
 
-import de.tudresden.inf.st.eraser.jastadd.model.*;
-import org.junit.*;
+import de.tudresden.inf.st.eraser.jastadd.model.Item;
+import org.junit.Before;
+import org.junit.BeforeClass;
+import org.junit.Ignore;
+import org.junit.Test;
 
 import java.io.IOException;
 import java.net.MalformedURLException;
 import java.net.URL;
 import java.nio.file.Path;
 import java.nio.file.Paths;
-import java.util.*;
-import java.util.function.BiConsumer;
 
 import static de.tudresden.inf.st.eraser.jastadd.model.MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget.ACTIVITY_RECOGNITION;
 import static de.tudresden.inf.st.eraser.jastadd.model.MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget.PREFERENCE_LEARNING;
@@ -21,19 +22,27 @@ import static de.tudresden.inf.st.eraser.jastadd.model.MachineLearningHandlerFac
  */
 public class LearnerTest {
 
+  private static final Path base = Paths.get("src", "test", "resources");
   private static URL ACTIVITY_CONFIG;
+  private static URL LOADED_ACTIVITY_CONFIG;
   private static URL ACTIVITY_DATA;
   private static URL PREFERENCE_CONFIG;
+  private static URL LOADED_PREFERENCE_CONFIG;
   private static URL PREFERENCE_DATA;
   private LearnerSubjectUnderTest sut;
 
   @BeforeClass
   public static void setData() throws MalformedURLException {
-    Path base = Paths.get("src", "test", "resources");
-    ACTIVITY_CONFIG = base.resolve("activity_definition.json").toUri().toURL();
-    ACTIVITY_DATA = base.resolve("activity_data.csv").toUri().toURL();
-    PREFERENCE_CONFIG = base.resolve("preference_definition.json").toUri().toURL();
-    PREFERENCE_DATA = base.resolve("preference_data.csv").toUri().toURL();
+    ACTIVITY_CONFIG = resolveFromBaseURL("learner_activity_phone_and_watch.json");
+    LOADED_ACTIVITY_CONFIG = resolveFromBaseURL("loaded_learner_activity_phone_and_watch.json");
+    ACTIVITY_DATA = resolveFromBaseURL("activity_data.csv");
+    PREFERENCE_CONFIG = resolveFromBaseURL("learner_preferences_brightness_iris.json");
+    LOADED_PREFERENCE_CONFIG = resolveFromBaseURL("loaded_learner_preferences_brightness_iris.json");
+    PREFERENCE_DATA = resolveFromBaseURL("preference_data.csv");
+  }
+
+  private static URL resolveFromBaseURL(String filename) throws MalformedURLException {
+    return base.resolve(filename).toUri().toURL();
   }
 
   @Before
@@ -44,60 +53,54 @@ public class LearnerTest {
 
   @Test
   public void testActivities() throws IOException {
-    LearnerTestUtils.testLearner(sut,
-        new LearnerTestSettings()
-            .setConfigURL(ACTIVITY_CONFIG)
-            .setDataURL(ACTIVITY_DATA)
-            .setInputItemNames(LearnerTestConstants.ACTIVITY_INPUT_ITEM_NAMES)
-            .setExpectedOutput(line -> line[12])
-            .setOutputItemProvider(() -> sut.root.getSmartHomeEntityModel().getActivityItem())
-            .setStateOfOutputItem(item -> sut.root.currentActivityName())
-            .setFactoryTarget(ACTIVITY_RECOGNITION)
-            .setSingleUpdateList(false));
+    LearnerTestUtils.testLearner(sut, settingsActivities());
   }
 
   @Test
   public void testPreferences() throws IOException {
-//    specialHandler.put("w_brightness", (item, value) -> {
-//      int target;
-//      switch (value) {
-//        case "medium": target = 50; break;
-//        case "bright": target = 100; break;
-//        case "dimmer": target = 20; break;
-//        case "dark": target = 0; break;
-//        default:
-//          throw new IllegalArgumentException("Unknown value for brightness:" + value);
-//      }
-//      item.setStateFromLong(target);
-//    });
-    LearnerTestUtils.testLearner(sut,
-        new LearnerTestSettings()
-            .setConfigURL(PREFERENCE_CONFIG)
-            .setDataURL(PREFERENCE_DATA)
-            .setInputItemNames(LearnerTestConstants.PREFERENCE_INPUT_ITEM_NAMES)
-            .setExpectedOutput(LearnerTestUtils::decodeOutput)
-            .putSpecialInputHandler("activity", (item, value) -> item.setStateFromLong(
-                sut.root.resolveActivity(value)
-                    .orElseThrow(() -> new AssertionError("Activity " + value + " not found"))
-                    .getIdentifier()))
-            .setOutputItemProvider(() -> sut.root.getSmartHomeEntityModel().resolveItem(LearnerTestConstants.PREFERENCE_OUTPUT_ITEM_NAME)
-                .orElseThrow(() -> new AssertionError(
-                    "Item " + LearnerTestConstants.PREFERENCE_OUTPUT_ITEM_NAME + " not found")))
-            .setStateOfOutputItem(Item::getStateAsString)
-            .setCheckUpdate(LearnerTestUtils::colorSimilar)
-            .setFactoryTarget(PREFERENCE_LEARNING)
-            .setSingleUpdateList(true));
+    LearnerTestUtils.testLearner(sut, settingsPreferences());
   }
 
-  @Ignore
   @Test
-  public void testLoadedActivities() {
-    // TODO test with pre-trained model
+  public void testLoadedActivities() throws IOException {
+    LearnerTestUtils.testLearner(sut, settingsActivities()
+        .setConfigURL(LOADED_ACTIVITY_CONFIG));
+  }
+
+  @Test
+  public void testLoadedPreferences() throws IOException {
+    LearnerTestUtils.testLearner(sut, settingsPreferences()
+        .setConfigURL(LOADED_PREFERENCE_CONFIG));
+  }
+
+  private LearnerTestSettings settingsActivities() throws IOException {
+    return new LearnerTestSettings()
+        .setConfigURL(ACTIVITY_CONFIG)
+        .setDataURL(ACTIVITY_DATA)
+        .setExpectedOutput(line -> line[12])
+        .setOutputItemProvider(() -> sut.root.getSmartHomeEntityModel().getActivityItem())
+        .setStateOfOutputItem(item -> sut.root.currentActivityName())
+        .setFactoryTarget(ACTIVITY_RECOGNITION)
+        .setSingleUpdateList(false);
   }
 
-  @After
-  public void shutdownLearner() {
-    sut.shutdown();
+  private LearnerTestSettings settingsPreferences() throws IOException {
+    return new LearnerTestSettings()
+        .setConfigURL(PREFERENCE_CONFIG)
+        .setDataURL(PREFERENCE_DATA)
+        .setExpectedOutput(LearnerTestUtils::decodeOutput)
+        .putSpecialInputHandler("activity", (item, value) -> item.setStateFromLong(
+            sut.root.resolveActivity(value)
+                .orElseThrow(() -> new AssertionError("Activity " + value + " not found"))
+                .getIdentifier()))
+        .setOutputItemProvider(() -> sut.root.getSmartHomeEntityModel()
+            .resolveItem(LearnerTestConstants.PREFERENCE_OUTPUT_ITEM_NAME)
+            .orElseThrow(() -> new AssertionError(
+                "Item " + LearnerTestConstants.PREFERENCE_OUTPUT_ITEM_NAME + " not found")))
+        .setStateOfOutputItem(Item::getStateAsString)
+        .setCheckUpdate(LearnerTestUtils::colorSimilar)
+        .setFactoryTarget(PREFERENCE_LEARNING)
+        .setSingleUpdateList(true);
   }
 
 }
diff --git a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestSettings.java b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestSettings.java
index 880227bc233a24537f7d6f931abe6f93248908b1..d175133088ad71d4e5a14eb24b6e40eb1ede5b55 100644
--- a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestSettings.java
+++ b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestSettings.java
@@ -1,13 +1,19 @@
 package de.tudresden.inf.st.eraser.feedbackloop.learner_backup;
 
 import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.LearnerTestUtils.CheckUpdate;
+import de.tudresden.inf.st.eraser.feedbackloop.learner_backup.data.LearnerScenarioDefinition;
 import de.tudresden.inf.st.eraser.jastadd.model.Item;
 import de.tudresden.inf.st.eraser.jastadd.model.MachineLearningHandlerFactory;
+import lombok.AccessLevel;
 import lombok.Data;
+import lombok.Getter;
+import lombok.Setter;
 import lombok.experimental.Accessors;
 
+import java.io.IOException;
 import java.net.URL;
 import java.util.HashMap;
+import java.util.List;
 import java.util.Map;
 import java.util.function.BiConsumer;
 import java.util.function.Function;
@@ -18,7 +24,6 @@ import java.util.function.Supplier;
 class LearnerTestSettings {
   private URL configURL;
   private URL dataURL;
-  private String[] inputItemNames;
   private Function<String[], String> expectedOutput;
   private final Map<String, BiConsumer<Item, String>> specialInputHandler = new HashMap<>();
   private Supplier<Item> outputItemProvider;
@@ -27,57 +32,24 @@ class LearnerTestSettings {
   private MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget factoryTarget;
   private boolean singleUpdateList;
 
+  @Getter(AccessLevel.NONE)
+  @Setter(AccessLevel.NONE)
+  private transient LearnerScenarioDefinition settings;
+
   @SuppressWarnings("SameParameterValue")
   LearnerTestSettings putSpecialInputHandler(String itemName, BiConsumer<Item, String> handler) {
     specialInputHandler.put(itemName, handler);
     return this;
   }
 
-//  public LearnerTestSettings(URL configURL, URL inputCsvFileName, String[] inputItemNames, Function<String[], String> expectedOutput, Map<String, BiConsumer<Item, String>> specialInputHandler, Supplier<Item> outputItemProvider, Function<Item, String> stateOfOutputItem, MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget factoryTarget, boolean singleUpdateList) {
-//    this.configURL = configURL;
-//    this.inputCsvFileName = inputCsvFileName;
-//    this.inputItemNames = inputItemNames;
-//    this.expectedOutput = expectedOutput;
-//    this.specialInputHandler = specialInputHandler;
-//    this.outputItemProvider = outputItemProvider;
-//    this.stateOfOutputItem = stateOfOutputItem;
-//    this.factoryTarget = factoryTarget;
-//    this.singleUpdateList = singleUpdateList;
-//  }
-//
-//  public URL getConfigURL() {
-//    return configURL;
-//  }
-//
-//  public URL getInputCsvFileName() {
-//    return inputCsvFileName;
-//  }
-//
-//  public String[] getInputItemNames() {
-//    return inputItemNames;
-//  }
-//
-//  public Function<String[], String> getExpectedOutput() {
-//    return expectedOutput;
-//  }
-//
-//  public Map<String, BiConsumer<Item, String>> getSpecialInputHandler() {
-//    return specialInputHandler;
-//  }
-//
-//  public Supplier<Item> getOutputItemProvider() {
-//    return outputItemProvider;
-//  }
-//
-//  public Function<Item, String> getStateOfOutputItem() {
-//    return stateOfOutputItem;
-//  }
-//
-//  public MachineLearningHandlerFactory.MachineLearningHandlerFactoryTarget getFactoryTarget() {
-//    return factoryTarget;
-//  }
-//
-//  public boolean isSingleUpdateList() {
-//    return singleUpdateList;
-//  }
+  LearnerTestSettings setConfigURL(URL configURL) throws IOException {
+    settings = LearnerScenarioDefinition.loadFrom(configURL);
+    this.configURL = configURL;
+    return this;
+  }
+
+  List<String> getInputItemNames() {
+    return settings.relevantItemNames;
+  }
+
 }
diff --git a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestUtils.java b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestUtils.java
index 1ead450b552654d10ec4d2aa0ffec4cba46de135..0e864cbb5c592683db5e42c23401ccf038575bac 100644
--- a/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestUtils.java
+++ b/feedbackloop.learner_backup/src/test/java/de/tudresden/inf/st/eraser/feedbackloop/learner_backup/LearnerTestUtils.java
@@ -17,7 +17,8 @@ import java.util.stream.Stream;
 import static de.tudresden.inf.st.eraser.feedbackloop.learner_backup.LearnerTestConstants.COLOR_WEIGHTS;
 import static de.tudresden.inf.st.eraser.feedbackloop.learner_backup.LearnerTestConstants.MAX_COLOR_DIFFERENCE;
 import static org.hamcrest.Matchers.greaterThan;
-import static org.junit.Assert.*;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertThat;
 
 /**
  * Utility methods to keep test code clean.
@@ -57,22 +58,21 @@ public class LearnerTestUtils {
     return result;
   }
 
-  static void testLearner(
-      LearnerSubjectUnderTest sut, LearnerTestSettings settings) throws IOException {
-    sut.initFor(settings.getFactoryTarget(), settings.getConfigURL());
+  static void testLearner(LearnerSubjectUnderTest sut, LearnerTestSettings settings) {
     // maybe use factory.createModel() here instead
     // go through same csv as for training and test some of the values
     int correct = 0, wrong = 0;
     try(InputStream is = settings.getDataURL().openStream();
         Reader reader = new InputStreamReader(is);
         CSVReader csvreader = new CSVReader(reader)) {
+      sut.initFor(settings.getFactoryTarget(), settings.getConfigURL());
       int index = 0;
       for (String[] line : csvreader) {
         if (++index % 10 == 0) {
           // only check every 10th line, push an update for every 12 input columns
-          List<Item> itemsToUpdate = new ArrayList<>(settings.getInputItemNames().length);
-          for (int i = 0; i < settings.getInputItemNames().length; i++) {
-            String itemName = settings.getInputItemNames()[i];
+          List<Item> itemsToUpdate = new ArrayList<>(settings.getInputItemNames().size());
+          for (int i = 0; i < settings.getInputItemNames().size(); i++) {
+            String itemName = settings.getInputItemNames().get(i);
             Item item = sut.root.getSmartHomeEntityModel().resolveItem(itemName)
                 .orElseThrow(() -> new AssertionError("Item " + itemName + " not found"));
             if (settings.getSpecialInputHandler().containsKey(itemName)) {
@@ -107,6 +107,10 @@ public class LearnerTestUtils {
           }
         }
       }
+    } catch (IOException | ClassNotFoundException e) {
+      throw new AssertionError(e);
+    } finally {
+      sut.shutdown();
     }
     assertThat(correct + wrong, greaterThan(0));
     double accuracy = correct * 1.0 / (correct + wrong);
diff --git a/feedbackloop.learner_backup/src/test/resources/activity_data.csv b/feedbackloop.learner_backup/src/test/resources/activity_data.csv
deleted file mode 100644
index c32f9706f812e54cc6dc58a1876c806503530d9e..0000000000000000000000000000000000000000
--- a/feedbackloop.learner_backup/src/test/resources/activity_data.csv
+++ /dev/null
@@ -1,369 +0,0 @@
-0.2717419,8.698134,4.471172,0.043741,0.515962,0.854318,1.8818425,4.9320555,8.145074,0.2374878,-0.032836914,0.3381958,working
-0.2813187,8.604761,4.55856,0.041658,0.510887,0.857407,1.8818425,4.9320555,8.145074,0.2374878,-0.032836914,0.3381958,working
-0.23822308,8.622718,4.406528,0.03991,0.512086,0.856781,1.8818425,4.9320555,8.145074,0.2374878,-0.032836914,0.3381958,working
-0.11731588,8.619126,4.4783545,0.038642,0.513641,0.855887,2.0590134,5.7125654,6.4547677,0.2374878,-0.032836914,0.3381958,working
-0.24181437,8.669404,4.486734,0.04219,0.515633,0.854455,2.0829554,4.6112323,7.302315,0.30133057,0.005004883,0.3652954,working
-0.19632454,8.66701,4.4556093,0.041381,0.51905,0.852327,0.21547815,-1.0773908,9.294291,0.0087890625,-0.002319336,0.5358887,working
-0.23343466,8.623915,4.4328647,0.042787,0.516075,0.853984,0.7757214,3.490746,9.370906,0.10900879,0.048583984,0.53826904,working
-0.18555063,8.669404,4.437653,0.043233,0.516444,0.853727,1.1109096,2.1978772,9.299079,0.056274414,0.01751709,0.55133057,working
-0.21547815,8.698134,4.4125137,0.043405,0.515751,0.854099,0.36391866,-0.8283938,9.763555,-0.009521484,-0.016784668,0.5675049,working
-0.3890578,8.66701,4.4520183,0.039945,0.519914,0.851807,1.1875241,-1.8243817,7.465121,0.04333496,-0.003479004,0.5588989,working
-0.12808979,8.670602,4.3634324,0.039883,0.521765,0.850612,1.1875241,-1.8243817,7.465121,0.04333496,-0.003479004,0.5588989,working
-0.10654198,8.6574335,4.414908,0.040269,0.516884,0.853285,1.2066777,-1.1444284,9.648633,1.2207031E-4,-0.055358887,0.5834961,working
-0.08140286,8.76637,4.1539397,0.039312,0.527554,0.84693,0.44532153,-2.1452048,9.543288,-0.05847168,-0.039367676,0.52716064,working
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--3.9755719,2.445677,9.829395,0.087005,0.11265,0.448801,5.803545,7.3645644,-2.0638018,0.168396,-0.022338867,-0.97283936,getting up
--0.80924016,8.744822,4.5801077,0.408321,0.294136,0.43778,-4.453215,4.960786,12.354081,0.12347412,0.13775635,-0.7609863,getting up
--0.2837129,9.783905,-1.5370775,0.612064,0.41741,0.367859,-7.9152308,-8.145074,4.3861775,0.029846191,0.517395,-0.6730957,getting up
--0.5303157,9.660604,-2.7928362,0.650772,0.436042,0.332186,-4.2281604,-7.627927,5.985504,-0.20056152,0.18762207,-0.91448975,getting up
--0.39743748,9.652225,-2.8491,0.664107,0.438354,0.320754,-4.501099,-3.083732,7.6375036,0.20495605,0.15795898,-0.8401489,getting up
-0.7015011,1.0821792,9.532514,0.069863,-0.014044,0.437128,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
-0.7529764,1.0666169,9.522937,0.06915,-0.014728,0.43757,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
-0.7410054,1.009156,9.451111,0.066262,-0.016157,0.437731,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
-0.7098808,0.9576807,9.455899,0.064499,-0.017663,0.438077,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
-0.5303157,1.0199299,9.560047,0.05964,-0.007167,0.445017,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
-0.34835634,1.0175357,9.540894,0.058427,-0.005304,0.452726,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
-0.36990416,1.4556746,9.358934,0.068614,9.66E-4,0.45346,7.9487495,5.315128,1.2210429,-0.3390503,-0.5656738,-0.69989014,getting up
--3.9025488,2.3906105,9.835381,0.101116,0.100239,0.436387,6.133945,7.4603324,-3.016694,-0.36853027,-0.63287354,-0.65545654,getting up
--3.429694,4.3658266,7.8745294,0.185402,0.204235,0.42461,6.133945,7.4603324,-3.016694,-0.36853027,-0.63287354,-0.65545654,getting up
--1.4915876,8.674192,3.9240966,0.436043,0.334635,0.423488,4.6351743,2.801216,8.925584,-0.08874512,-0.20245361,-0.798584,getting up
--0.5590461,9.657013,-3.466804,0.654102,0.438002,0.32678,1.7190368,2.2984335,11.48738,-0.023803711,-0.11303711,-0.7922363,getting up
--0.33159694,9.408015,-3.0083144,0.660632,0.438496,0.323987,2.906561,3.3806129,0.33997664,-0.20080566,0.13085938,-0.74224854,getting up
--0.6536171,9.713276,-2.019509,0.63986,0.431322,0.337232,2.906561,3.3806129,0.33997664,-0.20080566,0.13085938,-0.74224854,getting up
--0.45729253,9.628283,-1.7154455,0.625291,0.423314,0.346692,-1.9440918,-6.301539,4.903325,-0.27905273,0.54156494,-0.5644531,getting up
--0.80325466,9.676167,-2.147599,0.638433,0.440608,0.326434,-3.3135753,-11.650186,2.767697,-0.23632812,0.56103516,-0.60369873,getting up
--3.4584243,5.5629277,-11.432313,0.745335,0.555948,0.158843,-0.0047884034,-0.61291564,8.322245,0.028930664,0.048828125,-0.90875244,getting up
--0.60214174,8.731653,-8.986636,0.759024,0.528473,0.211023,6.4739213,-7.015011,4.381389,-0.38146973,0.55023193,-0.72198486,getting up
--0.049081136,6.603208,-4.7500963,0.72917,0.473651,0.244622,3.739743,-5.8945246,4.2904096,-0.25476074,0.4000244,-0.8187866,getting up
--1.0139444,9.616311,-1.3455414,0.607241,0.431619,0.333201,-7.9583263,-5.032612,4.429273,-0.119628906,0.545105,-0.7716675,getting up
--1.3491327,9.82341,0.17118542,0.58999,0.368623,0.30736,1.685518,-2.1308396,8.585608,-0.038757324,0.05456543,-0.86224365,getting up
--0.08140286,9.385271,-1.4616601,0.587527,0.42082,0.374104,-3.8402996,-7.302315,12.708423,-0.038757324,0.05456543,-0.86224365,getting up
--1.2988545,10.250774,-1.210269,0.163023,0.730719,0.622134,2.2601264,-0.7517793,8.925584,-0.019226074,0.094055176,-0.84399414,getting up
--0.35553896,9.932345,-2.2984335,-0.051033,0.758208,0.649904,2.2601264,-0.7517793,8.925584,-0.06555176,-0.16235352,-0.87646484,getting up
-0.05865794,9.607931,-1.271321,0.13732,-0.719487,-0.673311,2.8778305,2.8682537,8.465898,-0.018066406,-0.31695557,-0.8586426,getting up
--1.4891934,9.762358,-1.8303672,0.207792,-0.719784,-0.65417,3.3518825,3.2944214,8.66701,-0.045776367,-0.32348633,-0.86376953,getting up
--1.3144168,9.7563715,-1.3431472,0.206839,-0.717338,-0.655592,3.3518825,3.2944214,8.66701,-0.045776367,-0.32348633,-0.86376953,getting up
--1.2401965,9.7803135,-1.292869,0.21009,-0.716625,-0.654731,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
--1.2162545,9.840169,-1.2425907,0.210742,-0.71313,-0.657956,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
--1.2378023,9.872491,-1.1935096,0.211178,-0.709722,-0.661237,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
--1.198298,9.781511,-1.0151415,0.211256,-0.708644,-0.662221,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
--1.1911154,9.720459,-1.0055647,0.211676,-0.706189,-0.66437,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
--1.1671734,9.870096,-1.151611,0.211967,-0.708288,-0.662024,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
--1.2114661,9.759963,-1.0977415,0.212862,-0.708956,-0.660991,-9.409213,-2.4851813,-0.48362875,-0.63067627,0.35913086,0.52178955,getting up
-0.7146692,1.3934253,9.340978,0.089651,-0.00312,0.417283,3.9743748,7.73806,5.6407394,-0.67645264,0.33605957,0.5355835,getting up
-0.82599956,1.3455414,9.48463,0.087991,-0.00456,0.416977,2.0973208,1.4173675,8.949526,-0.79937744,0.18200684,0.55792236,getting up
-0.6584055,1.5945383,9.496601,0.092038,-0.00257,0.416586,2.0973208,1.4173675,8.949526,-0.79937744,0.18200684,0.55792236,getting up
-1.328782,2.9963434,11.656171,0.148971,0.007997,0.423309,2.2170308,2.15957,9.174581,0.1026001,0.14648438,0.9837036,getting up
--1.3611037,8.628703,4.1359835,0.438745,0.229936,0.319773,-15.069105,-25.7664,2.0350714,0.08215332,-0.4119873,0.8272705,getting up
--4.045004,9.002198,1.3275849,0.491764,0.397139,0.263512,-8.968679,-22.567745,0.92895025,0.09820557,-0.48492432,0.78845215,getting up
--3.3542767,9.003395,-1.6184803,0.529851,0.51857,0.276504,-4.903325,-7.61835,-3.098097,0.045166016,-0.80059814,0.5270996,getting up
--2.5366566,8.859743,-3.7912183,0.545344,0.563223,0.349472,-4.903325,-7.61835,-3.098097,0.045166016,-0.80059814,0.5270996,getting up
-0.29448682,9.293094,-4.8973393,0.629883,0.535572,0.366506,-5.2049947,-5.9663506,-2.0398598,-0.012268066,-0.8010864,0.5418701,getting up
--1.6484078,8.002619,-5.0182467,0.607939,0.6292,0.303782,-7.469909,-6.4068837,-0.17717093,0.066833496,-0.6807251,0.3007202,getting up
--1.3563153,8.2037325,-2.079364,0.538547,0.561007,0.388253,-9.849746,-6.0046577,0.34955344,-0.057861328,-0.68237305,0.25274658,getting up
--0.04070143,9.927557,-1.5753847,0.626124,0.426154,0.347018,-6.861782,-8.949526,5.659893,-0.11682129,-0.40185547,0.8427124,getting up
--0.5554548,9.822212,-1.6783354,0.614296,0.428075,0.354046,2.873042,2.6288335,8.350976,0.057556152,0.1303711,0.98083496,getting up
--1.246182,9.847352,-0.5434838,0.587803,0.410959,0.341078,4.5537715,2.3463178,8.1642275,0.12390137,0.16320801,0.9719238,getting up
--2.15957,7.85777,-7.620744,0.764364,0.48603,0.164172,2.5713725,2.944868,8.844181,0.112854004,0.21234131,0.96325684,getting up
--0.81761986,8.972271,-1.769315,0.650518,0.397484,0.293039,-2.4516625,-0.92416185,9.734824,0.018554688,-0.036621094,0.70654297,getting up
--0.9876082,9.7240505,-0.521936,0.597225,0.390318,0.332846,-5.544971,-4.975151,7.40766,-6.1035156E-5,-0.12957764,0.6951904,getting up
--2.8311436,9.345766,-1.7788919,0.323092,-0.672183,-0.643092,-11.932701,-2.930503,0.7613561,0.37469482,-0.60479736,-0.35321045,getting up
-0.5674258,10.207679,1.5729905,0.26551,-0.69882,-0.653699,-11.932701,-2.930503,0.7613561,0.37469482,-0.60479736,-0.35321045,getting up
--2.825158,9.901221,-6.5708866,0.212012,-0.720192,-0.656629,-11.932701,-2.930503,0.7613561,0.37469482,-0.60479736,-0.35321045,getting up
--5.1116204,7.4148426,-0.60573304,0.216464,-0.724514,-0.648422,-11.932701,-2.930503,0.7613561,0.37469482,-0.60479736,-0.35321045,getting up
-0.051475335,9.0476885,3.6942532,0.524853,0.176888,0.27445,3.8833952,-8.441956,4.7165775,0.5126953,-0.41912842,-0.5494385,reading
-0.12808979,8.9842415,3.7900212,0.523027,0.174178,0.273199,4.951209,-9.241618,-6.885724,0.6368408,0.5133667,-0.082336426,reading
-0.06703765,8.965088,3.6499605,0.523948,0.172769,0.272169,4.951209,-9.241618,-6.885724,0.6368408,0.5133667,-0.082336426,reading
-0.045489833,9.010578,3.8175547,0.523228,0.172727,0.271831,4.7500963,-8.7053175,1.0869676,0.46624756,0.45837402,-0.20721436,reading
-0.06943185,9.036914,3.776853,0.523728,0.172254,0.271803,5.779603,-8.145074,-3.6966474,0.6072998,0.5275879,-0.047851562,reading
-0.034715924,9.011775,3.7122097,0.528377,0.161318,0.252932,5.9902925,-8.240842,-4.7548847,0.65093994,0.5335083,-0.018737793,reading
-0.06943185,9.009381,3.7313633,0.503882,0.228535,0.357397,5.2720323,-7.6949644,2.767697,0.4074707,0.42651367,-0.20239258,reading
-0.22505496,8.893262,3.8031895,0.482578,0.25763,0.418032,5.497087,-9.639056,-2.5713725,0.5736084,0.5039673,-0.097229004,reading
-0.1352724,9.010578,3.8295257,0.483855,0.259558,0.416577,6.6846113,-6.6893997,-2.1643584,0.4557495,0.62420654,-0.16363525,reading
-0.08020575,8.9842415,3.7900212,0.483776,0.261572,0.41761,6.0621185,-7.0006456,-4.0701427,0.4835205,0.66693115,-0.14245605,reading
-0.016759412,8.956709,3.9025488,0.489382,0.264482,0.413744,6.3685765,-7.1634517,-3.9983168,0.4979248,0.6590576,-0.14666748,reading
-0.46447513,9.993398,2.9735985,0.565463,0.263197,0.325919,5.415684,-7.6614456,-5.0182467,0.5946655,0.635437,-0.07513428,reading
-0.19153613,8.400057,4.8973393,0.455782,0.198238,0.385135,6.114791,-7.7332716,-2.906561,0.51586914,0.62298584,-0.12536621,reading
-0.24181437,8.479065,4.8386817,0.45569,0.196415,0.383573,6.0046577,-7.6710224,-1.043872,0.4593506,0.60339355,-0.15960693,reading
-0.2645593,8.3868885,4.911705,0.455563,0.195669,0.378565,6.5457473,-7.752425,-2.0733786,0.53564453,0.6374512,-0.020568848,reading
-0.24899697,8.364143,4.909311,0.456406,0.195833,0.377804,6.325481,-8.528147,-1.388637,0.49041748,0.607666,-0.10461426,reading
-0.25139117,8.350976,4.9464207,0.454331,0.194655,0.378158,6.483498,-8.00621,-1.2066777,0.46258545,0.5890503,-0.1472168,reading
-0.23223756,8.367735,5.0254292,0.453797,0.192742,0.377,6.919243,-6.9000893,-3.5098996,0.51330566,0.6300049,-0.051452637,reading
-0.44891283,8.289924,5.040992,0.468045,0.150584,0.303261,7.469909,-6.7803793,-2.7820623,0.5115967,0.6220093,-0.022644043,reading
-0.31124622,8.354567,5.00867,0.475315,0.126131,0.260557,7.469909,-6.7803793,-2.7820623,0.5115967,0.6220093,-0.022644043,reading
-0.557849,8.383297,5.044583,0.485259,0.081805,0.185081,7.350199,-5.674258,-2.873042,0.57373047,0.5710449,0.06640625,reading
-0.45489833,8.331821,4.9404354,0.480499,0.117909,0.244601,5.257667,-9.32781,0.81402856,0.5319214,0.446167,-0.09173584,reading
-0.22984336,8.49343,4.8243165,0.467962,0.167377,0.332289,5.2241483,-9.892841,-0.6655881,0.4977417,0.5111084,-0.18249512,reading
-0.25857377,8.425196,4.847061,0.456957,0.186617,0.369656,5.434838,-9.241618,-0.18195933,0.4727173,0.5373535,-0.19946289,reading
-0.29807812,8.499416,4.691438,0.46124,0.187768,0.361762,7.809886,-8.6334915,-1.1492168,0.44396973,0.5876465,-0.14300537,reading
-0.5422867,8.53892,4.5920787,0.470563,0.186151,0.356845,5.185841,-5.363012,2.3463178,0.17828369,0.5204468,-0.12023926,reading
-0.108936176,8.610746,4.4687777,0.473924,0.189529,0.353294,5.185841,-5.363012,2.3463178,0.17828369,0.5204468,-0.12023926,reading
-0.41299978,8.645462,4.4005427,0.48497,0.183085,0.348634,8.2169,-6.019023,-2.432509,0.3779297,0.67663574,-0.032714844,reading
-0.37588966,8.62152,4.5513773,0.483387,0.183852,0.34884,8.025364,-5.8466406,-1.0055647,0.3779297,0.67663574,-0.032714844,reading
-0.2837129,8.623915,4.5441947,0.479515,0.189044,0.356414,7.704541,-6.4978633,-1.364695,0.38781738,0.64263916,-0.079833984,reading
-0.35434186,8.644265,4.437653,0.475872,0.203589,0.378237,8.020576,-5.746084,-0.49320555,0.32574463,0.6552124,-0.1182251,reading
-0.38307226,8.644265,4.426879,0.479259,0.193537,0.361896,8.336611,-6.0142345,-1.1875241,0.34692383,0.66522217,-0.06640625,reading
-0.30885202,8.656237,4.4328647,0.480626,0.196025,0.360675,7.771579,-6.95755,-2.7629087,0.4222412,0.6610718,-0.058654785,reading
-0.39743748,8.664616,4.459201,0.482108,0.190997,0.359816,7.771579,-6.95755,-2.7629087,0.4222412,0.6610718,-0.058654785,reading
-0.32680854,8.652645,4.5358152,0.480967,0.191436,0.359034,8.236053,-5.1810527,-1.3311762,0.35473633,0.6616821,-0.054382324,reading
-0.39983168,8.619126,4.4603977,0.480877,0.189432,0.358086,8.236053,-5.1810527,-1.3311762,0.35473633,0.6616821,-0.054382324,reading
-0.31124622,8.639477,4.4675803,0.480206,0.193002,0.358359,7.824251,-4.1371803,-4.687847,0.387146,0.7139282,-0.012817383,reading
-0.40462008,8.608353,4.485537,0.482988,0.190831,0.356566,7.335834,-3.4237084,-6.0525417,0.47314453,0.72094727,0.05432129,reading
-0.36990416,8.639477,4.5202527,0.481752,0.190689,0.356889,7.872135,-5.00867,-4.55856,0.548645,0.7122803,0.122802734,reading
-0.46088383,8.717288,4.4807487,0.481568,0.189589,0.35649,7.5465236,-6.3829417,0.18674773,0.34552002,0.6011963,-0.16253662,reading
-0.4333505,8.64666,4.5513773,0.480823,0.189283,0.356862,7.5465236,-6.3829417,0.18674773,0.34552002,0.6011963,-0.16253662,reading
-0.2717419,8.622718,4.423288,0.478732,0.193337,0.357637,7.038953,-7.3166804,-0.91458505,0.4180298,0.6279297,-0.11242676,reading
-0.22146365,8.611943,4.453215,0.47913,0.193361,0.356561,8.24563,-5.3821654,-3.6296098,0.48815918,0.6576538,0.07128906,reading
-0.21308395,8.669404,4.5238442,0.479402,0.190629,0.353405,7.7093296,-6.397307,2.030283,0.3267212,0.6272583,-0.1003418,reading
-0.20470424,8.603564,4.578911,0.4785,0.190347,0.35378,8.269572,-6.301539,-1.9871874,0.36401367,0.6604614,-0.061462402,reading
-0.21068975,8.65025,4.4807487,0.480444,0.185876,0.351681,8.269572,-6.301539,-1.9871874,0.36401367,0.6604614,-0.061462402,reading
-0.32561144,8.652645,4.759673,0.4795,0.189287,0.35033,8.010999,-2.4229321,-1.8770541,0.19390869,0.604126,-0.1749878,reading
-0.40581718,8.622718,4.4005427,0.484372,0.183214,0.344614,8.010999,-2.4229321,-1.8770541,0.19390869,0.604126,-0.1749878,reading
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diff --git a/feedbackloop.learner_backup/src/test/resources/activity_data.csv b/feedbackloop.learner_backup/src/test/resources/activity_data.csv
new file mode 120000
index 0000000000000000000000000000000000000000..997328a124244ce64ca257785ae7ac4bd29e18e2
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/activity_data.csv
@@ -0,0 +1 @@
+../../../src/main/resources/activity_data.csv
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/activity_network.eg b/feedbackloop.learner_backup/src/test/resources/activity_network.eg
new file mode 120000
index 0000000000000000000000000000000000000000..9fb9ad041a1482c382dc8937be69554d540a46d4
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/activity_network.eg
@@ -0,0 +1 @@
+../../../src/main/resources/activity_network.eg
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/activity_normalizer.json b/feedbackloop.learner_backup/src/test/resources/activity_normalizer.json
new file mode 120000
index 0000000000000000000000000000000000000000..eb750afe0f3ac6d934b4ec646736ed10d17cde1d
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/activity_normalizer.json
@@ -0,0 +1 @@
+../../../src/main/resources/activity_normalizer.json
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/learner_activity_phone_and_watch.json b/feedbackloop.learner_backup/src/test/resources/learner_activity_phone_and_watch.json
new file mode 120000
index 0000000000000000000000000000000000000000..b0544decd42f5ac2b3fb8d92019ebba4300d634f
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/learner_activity_phone_and_watch.json
@@ -0,0 +1 @@
+../../../src/main/resources/learner_activity_phone_and_watch.json
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/learner_preferences_brightness_iris.json b/feedbackloop.learner_backup/src/test/resources/learner_preferences_brightness_iris.json
new file mode 120000
index 0000000000000000000000000000000000000000..ce4f8226e2ea28143aed36222776651c66c6d093
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/learner_preferences_brightness_iris.json
@@ -0,0 +1 @@
+../../../src/main/resources/learner_preferences_brightness_iris.json
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/loaded_learner_activity_phone_and_watch.json b/feedbackloop.learner_backup/src/test/resources/loaded_learner_activity_phone_and_watch.json
new file mode 120000
index 0000000000000000000000000000000000000000..6264f533f48488fecb13fb7650c5d0f0333d89f8
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/loaded_learner_activity_phone_and_watch.json
@@ -0,0 +1 @@
+../../../src/main/resources/loaded_learner_activity_phone_and_watch.json
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/loaded_learner_preferences_brightness_iris.json b/feedbackloop.learner_backup/src/test/resources/loaded_learner_preferences_brightness_iris.json
new file mode 120000
index 0000000000000000000000000000000000000000..eae6f0e77a2d2566e64a000f1f3c7319eb43c755
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/loaded_learner_preferences_brightness_iris.json
@@ -0,0 +1 @@
+../../../src/main/resources/loaded_learner_preferences_brightness_iris.json
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/preference_data.csv b/feedbackloop.learner_backup/src/test/resources/preference_data.csv
deleted file mode 100644
index 264467a975f3de3001a57bc9902ec5d9308db23f..0000000000000000000000000000000000000000
--- a/feedbackloop.learner_backup/src/test/resources/preference_data.csv
+++ /dev/null
@@ -1,600 +0,0 @@
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-dancing,medium,300,70
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-dancing,bright,300,0
-dancing,bright,300,0
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-dancing,bright,300,0
-dancing,bright,300,0
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-lying,bright,7,0
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-lying,bright,7,0
-lying,bright,7,0
-lying,bright,7,0
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-lying,bright,7,0
-lying,bright,7,0
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-lying,bright,7,0
-lying,dark,7,100
-lying,dimmer,7,40
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-lying,medium,7,70
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-lying,bright,7,0
-lying,bright,7,0
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-lying,bright,7,0
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-lying,medium,7,70
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-lying,bright,7,0
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-lying,dark,7,100
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-lying,medium,7,70
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-getting up,dimmer,60,40
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-getting up,bright,60,0
-getting up,bright,60,0
-getting up,bright,60,0
-getting up,bright,60,0
-getting up,medium,60,70
-getting up,bright,60,0
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-getting up,bright,60,0
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-getting up,medium,60,70
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-getting up,bright,60,0
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-getting up,medium,60,70
-getting up,medium,60,70
-getting up,bright,60,0
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-getting up,bright,60,0
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-getting up,bright,60,0
-getting up,medium,60,70
-getting up,medium,60,70
diff --git a/feedbackloop.learner_backup/src/test/resources/preference_data.csv b/feedbackloop.learner_backup/src/test/resources/preference_data.csv
new file mode 120000
index 0000000000000000000000000000000000000000..2a30bc618d90a2e2ce6c6445b241b3734fdfe46c
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/preference_data.csv
@@ -0,0 +1 @@
+../../../src/main/resources/preference_data.csv
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/preference_network.eg b/feedbackloop.learner_backup/src/test/resources/preference_network.eg
new file mode 120000
index 0000000000000000000000000000000000000000..29979f04ddec79c371de61cfce01a679692614d8
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/preference_network.eg
@@ -0,0 +1 @@
+../../../src/main/resources/preference_network.eg
\ No newline at end of file
diff --git a/feedbackloop.learner_backup/src/test/resources/preference_normalizer.json b/feedbackloop.learner_backup/src/test/resources/preference_normalizer.json
new file mode 120000
index 0000000000000000000000000000000000000000..d72f3f68b5e6b37e1ace422429ec8e8a605d47f9
--- /dev/null
+++ b/feedbackloop.learner_backup/src/test/resources/preference_normalizer.json
@@ -0,0 +1 @@
+../../../src/main/resources/preference_normalizer.json
\ No newline at end of file