index int64 | repo_id string | file_path string | content string |
|---|---|---|---|
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/classification/singlelabel/timeseries | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/classification/singlelabel/timeseries/util/TimeSeriesUtil.java | package ai.libs.jaicore.ml.classification.singlelabel.timeseries.util;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Random;
import java.util.stream.Collectors;
impor... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/classification/singlelabel/timeseries | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/classification/singlelabel/timeseries/util/package-info.java | /**
* This package contains utility functions for time series classification.
*/
package ai.libs.jaicore.ml.classification.singlelabel.timeseries.util;
|
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/clustering/package-info.java | /**
*
*/
/**
* @author mwever
*
*/
package ai.libs.jaicore.ml.clustering; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/clustering | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/clustering/learner/GMeans.java | package ai.libs.jaicore.ml.clustering.learner;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import org.apache.commons.math3.distribution.NormalDistribution;
import org.apache.commons... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/clustering | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/clustering/learner/package-info.java | /**
*
*/
/**
* @author mwever
*
*/
package ai.libs.jaicore.ml.clustering.learner; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/EScikitLearnProblemType.java | package ai.libs.jaicore.ml.core;
public enum EScikitLearnProblemType {
REGRESSION("regression"), //
CLASSIFICATION("classification", new String[] {}, new String[] { "tpot", "xgboost" }), //
TIME_SERIES_REGRESSION("ts-reg", new String[] { "rul-python-connection" }), //
TIME_SERIES_FEATURE_ENGINEERING("ts-fe", new ... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/package-info.java | package ai.libs.jaicore.ml.core; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/ADataset.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.ArrayList;
import java.util.Optional;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/AInstance.java | package ai.libs.jaicore.ml.core.dataset;
import java.io.Serializable;
import ai.libs.jaicore.ml.core.filter.sampling.IClusterableInstance;
public abstract class AInstance implements IClusterableInstance, Serializable {
private Object label;
/* just for serialization issues */
protected AInstance() {
}
protec... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/ALabeledDataset.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.ArrayList;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
public abstract class ALabeledDataset<I ... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/Dataset.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.ArrayList;
import java.util.List;
import java.util.Optional;
import java.util.stream.IntStream;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/DatasetDeriver.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.ArrayList;
import java.util.Collection;
import java.util.Collections;
import java.util.List;
import java.util.Objects;
import java.util.stream.Collectors;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.ai.ml.core.dataset.IInstance;
impo... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/DatasetUtil.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.function.Function;
import java.util.stream.Collectors;
impo... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/DenseInstance.java | package ai.libs.jaicore.ml.core.dataset;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
public class DenseInstance extends AInstance implements Serializable {
private static final long serialVersionUID = -4214595761791391816L;
private List<Object> attribute... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/FileDatasetDescriptor.java | package ai.libs.jaicore.ml.core.dataset;
import java.io.File;
import org.api4.java.ai.ml.core.dataset.descriptor.IFileDatasetDescriptor;
public class FileDatasetDescriptor implements IFileDatasetDescriptor {
private final File file;
public FileDatasetDescriptor(final File file) {
super();
this.file = file;
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/MapInstance.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.HashMap;
import java.util.stream.Collectors;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import ai.libs.jaicore.ml.core.filter.sampling.IClusterableInstance;
publ... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/SparseInstance.java | package ai.libs.jaicore.ml.core.dataset;
import java.util.Map;
import java.util.stream.IntStream;
public class SparseInstance extends AInstance {
public static final ENullElement DEF_NULL_ELEMENT = ENullElement.ZERO;
/**
* Determines a default interpretation of values not contained in the map of attributes.
*... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/package-info.java | package ai.libs.jaicore.ml.core.dataset; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/clusterable/ClusterableDataset.java | package ai.libs.jaicore.ml.core.dataset.clusterable;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.exception.DatasetCreationE... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/clusterable/package-info.java | package ai.libs.jaicore.ml.core.dataset.clusterable;
|
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/DatasetPropertyComputer.java | package ai.libs.jaicore.ml.core.dataset.schema;
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Set;
import java.util.concurrent.Callable;
import java.util.concurrent.... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/InstanceSchema.java | package ai.libs.jaicore.ml.core.dataset.schema;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
public class InstanceSchema... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/LabeledInstanceSchema.java | package ai.libs.jaicore.ml.core.dataset.schema;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
public class LabeledInstanceSchema extends Instan... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/package-info.java | /**
*
*/
/**
* @author mwever
*
*/
package ai.libs.jaicore.ml.core.dataset.schema; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/AAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.INumericEncodingAttribute;
public abstract class AAttribute implements INumericEncodingAttribute {
/**
*
*/
private static final long serialVersionUID = 8319254880082572177L;
private String name... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/ACollectionOfObjectsAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Collection;
public abstract class ACollectionOfObjectsAttribute<O> extends AGenericObjectAttribute<Collection<O>> {
private static final long serialVersionUID = 2086475349391194480L;
protected ACollectionOfObjectsAttribute(final String nam... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/AGenericObjectAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.HashMap;
import java.util.Map;
import java.util.concurrent.atomic.AtomicInteger;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue;
/**
*
* @author mwever
*
* @param <O> The type of object that can be stored.
*/
pu... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/ARankingAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttribute;
import org.api4.java.ai.ml.ranking.IRanking;
public abstract class ARankingAttribute<O> extends AGenericObjectAttribute<IRanking<O>> implements IRankingAttribute<O> {
/**
*
*/
p... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/DyadRankingAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Arrays;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttributeValue;
import org.api4.java.ai.ml.ranking.IRanking;
import org.api4.java.ai.ml.ranking.dyad.dataset.IDyad;
import org.api4.java.common.math.IVector;
import ai.l... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/DyadRankingAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttributeValue;
import org.api4.java.ai.ml.ranking.IRanking;
import org.api4.java.ai.ml.ranking.dyad.dataset.IDyad;
pub... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/IntBasedCategoricalAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.stream.IntStream;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4.java.ai.ml.core.dataset.sche... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/IntBasedCategoricalAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttributeValue;
public class IntBasedCategoricalAttributeValue implements ICategoricalAttributeValue {
privat... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/LabelRankingAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Collection;
import java.util.HashSet;
import java.util.Set;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttributeValue;
import org.api4.java.ai.ml.ranking.IRanking;
public class LabelRankingAttribute extends ARankingAttri... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/LabelRankingAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IRankingAttributeValue;
import org.api4.java.ai.ml.ranking.... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/MultiLabelAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Collection;
import java.util.List;
import java.util.Set;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttributeValue;
public class MultiLabe... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/MultiLabelAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Collection;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IMultiLabelAttributeValue;
public class MultiLabelAttributeValue implements IMultiLabelAttributeValue {
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/MultidimensionalAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Arrays;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IObjectAttribute;
/**
* This is an {@link IAttribute} class that holds Multidimensional Double Arrays.
*
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/MultidimensionalAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue;
public class MultidimensionalAttributeValue<O> implements IAttributeValue {
protected O value;
protected Multidimen... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/NumericAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.apache.commons.lang3.math.NumberUtils;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue;
import org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.INum... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/NumericAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.INumericAttributeValue;
public class NumericAttributeValue implements INumericAttributeValue {
private INumericAttribute attr... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/SetOfObjectsAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Collection;
import java.util.Set;
import java.util.StringJoiner;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ISetOfObjectsAttribute;
import org.api4.java.ai... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/SetOfObjectsAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import java.util.Set;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ISetOfObjectsAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ISetOfObjectsAttributeValue;
p... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/StringAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttributeValue;
public class StringAttribute extends AGenericObjectAttribute<String> implements IStringAttribute {
/**
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/StringAttributeValue.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IStringAttributeValue;
public class StringAttributeValue implements IStringAttributeValue {
private IStringAttribute attribute... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/ThreeDimensionalAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue;
/**
* A {@link MultidimensionalAttribute} that holds three dimensional double arrays.
*
* @author Lukas
*
*/
public class ThreeDimensionalAttribute extends MultidimensionalAttribute... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/TwoDimensionalAttribute.java | package ai.libs.jaicore.ml.core.dataset.schema.attribute;
import org.api4.java.ai.ml.core.dataset.schema.attribute.IAttributeValue;
/**
* A {@link MultidimensionalAttribute} that holds two dimensional double arrays.
*
* @author Lukas Fehring
*
*/
public class TwoDimensionalAttribute extends MultidimensionalAttri... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/schema/attribute/package-info.java | /**
* This package contains various types of attributes and their respective values that can be used within a dataset.
* Each of these attributes is capable of encoding a possibly complex attribute value as a double.
*
*/
package ai.libs.jaicore.ml.core.dataset.schema.attribute;
|
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/ArffDatasetAdapter.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import java.io.BufferedReader;
import java.io.BufferedWriter;
import java.io.File;
import java.io.FileWriter;
import java.io.IOException;
import java.nio.file.Files;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.uti... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/CSVDatasetAdapter.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import java.io.BufferedWriter;
import java.io.File;
import java.io.FileWriter;
import java.io.IOException;
import java.util.stream.Collectors;
import java.util.stream.IntStream;
import org.api4.java.ai.ml.core.dataset.descriptor.IDatasetDescriptor;
import org.api... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/FileDatasetDescriptor.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import java.io.File;
import org.api4.java.ai.ml.core.dataset.descriptor.IFileDatasetDescriptor;
public class FileDatasetDescriptor implements IFileDatasetDescriptor {
private final File datasetFile;
public FileDatasetDescriptor(final File datasetFile) {
th... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/ISQLDatasetMapper.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import java.io.IOException;
import java.sql.SQLException;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.ai.ml.core.dataset.schema.IInstanceSchema;
import org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema;
import org.api4.java... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/MySQLDatasetMapper.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import java.io.IOException;
import java.sql.SQLException;
import java.sql.Time;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Map.Entry;
import java.util.Objects;
import... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/OpenMLDatasetDescriptor.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import org.api4.java.ai.ml.core.dataset.descriptor.IDatasetDescriptor;
public class OpenMLDatasetDescriptor implements IDatasetDescriptor {
private final int openMLId;
public OpenMLDatasetDescriptor(final int openMLId) {
super();
this.openMLId = openMLId... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/OpenMLDatasetReader.java | package ai.libs.jaicore.ml.core.dataset.serialization;
import java.io.File;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.descriptor.IDatasetDescriptor;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/package-info.java | package ai.libs.jaicore.ml.core.dataset.serialization; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/arff/EArffAttributeType.java | package ai.libs.jaicore.ml.core.dataset.serialization.arff;
/**
* Enum of supported attribute types
*
*/
public enum EArffAttributeType {
NOMINAL("nominal"), //
NUMERIC("numeric"), //
INTEGER("integer"), //
REAL("real"), //
STRING("string"), //
TIMESERIES("timeseries"), //
MULTIDIMENSIONAL("multidimensional... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/arff/EArffItem.java | package ai.libs.jaicore.ml.core.dataset.serialization.arff;
/**
* enum of possible arff declarations
*
*/
public enum EArffItem {
RELATION("@relation"), ATTRIBUTE("@attribute"), DATA("@data");
private final String value;
private EArffItem(final String value) {
this.value = value;
}
public String getValue... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/serialization/arff/package-info.java | package ai.libs.jaicore.ml.core.dataset.serialization.arff; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/splitter/DatasetSplitSet.java | package ai.libs.jaicore.ml.core.dataset.splitter;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSet;
public class DatasetSplitSet<D extends IDataset<?>> implements ID... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/splitter/RandomHoldoutSplitter.java | package ai.libs.jaicore.ml.core.dataset.splitter;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.List;
import java.util.Random;
import java.util.stream.IntStream;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.ai.ml.core.dataset.splitter.IFo... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/splitter/ReproducibleSplit.java | package ai.libs.jaicore.ml.core.dataset.splitter;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.common.reconstruction.IReconstructible;
import org.api4.java.common.reconstruction.IReconstructionInstruction;
impor... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/splitter/package-info.java | /**
*
*/
/**
* @author mwever
*
*/
package ai.libs.jaicore.ml.core.dataset.splitter; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/util/LatexDatasetTableGenerator.java | package ai.libs.jaicore.ml.core.dataset.util;
import java.io.File;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.schema.attribute.ICategoricalAttribute;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/dataset/util/package-info.java | package ai.libs.jaicore.ml.core.dataset.util; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/AggregatingPredictionPerformanceMeasure.java | package ai.libs.jaicore.ml.core.evaluation;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;
import org.api4.java.ai.ml.core.evaluation.IPredictionAndGroundTruthTable;
import org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure;
import org.api4.ja... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/AveragingPredictionPerformanceMeasure.java | package ai.libs.jaicore.ml.core.evaluation;
import org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure;
import ai.libs.jaicore.basic.aggregate.reals.Mean;
public class AveragingPredictionPerformanceMeasure<E, A> extends AggregatingPredictionPerformanceMeasure<E, A> {
priv... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/IGeneralPredictionAndGroundTruthTable.java | package ai.libs.jaicore.ml.core.evaluation;
import org.api4.java.ai.ml.core.evaluation.IPredictionAndGroundTruthTable;
public interface IGeneralPredictionAndGroundTruthTable extends IPredictionAndGroundTruthTable<Object, Object> {
}
|
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/MLEvaluationUtil.java | package ai.libs.jaicore.ml.core.evaluation;
import java.util.Random;
import org.api4.java.ai.ml.classification.singlelabel.evaluation.ISingleLabelClassification;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.jav... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/Prediction.java | package ai.libs.jaicore.ml.core.evaluation;
import java.util.Map;
import org.api4.java.ai.ml.core.evaluation.IPrediction;
public class Prediction implements IPrediction {
private final Object predicted;
private static final String MSG_NOSUPPORT = "Dumb jaicore-ml prediction objects don't support probabilistic pre... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/PredictionBatch.java | package ai.libs.jaicore.ml.core.evaluation;
import java.util.Arrays;
import java.util.List;
import org.api4.java.ai.ml.core.evaluation.IPrediction;
import org.api4.java.ai.ml.core.evaluation.IPredictionBatch;
public class PredictionBatch implements IPredictionBatch {
private final List<? extends IPrediction> predi... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/SingleEvaluationAggregatedMeasure.java | package ai.libs.jaicore.ml.core.evaluation;
import java.util.List;
import org.api4.java.ai.ml.core.evaluation.IPredictionAndGroundTruthTable;
import org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure;
import org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictio... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/package-info.java | /**
*
*/
/**
* @author mwever
*
*/
package ai.libs.jaicore.ml.core.evaluation; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/ConfigurationLearningCurveExtrapolationEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.ISupervisedLearnerEvaluator;
import org.api4.java.ai.ml.core.evaluation.learningcurve... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/ExtrapolatedSaturationPointEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.Random;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.ISupervisedLearnerEvaluator;
import org.api4.java.ai.ml.cor... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/FixedSplitClassifierEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.Arrays;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.supervised.loss.IDeterministicPredictionPerformanceMeasure;... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/IMultiFidelityObjectEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import org.api4.java.common.attributedobjects.IObjectEvaluator;
import org.api4.java.common.attributedobjects.ObjectEvaluationFailedException;
/**
* A multi-fidelity object evaluator allows for specifying a certain amount of an evaluation resource.
*
* @author ... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/LearnerRunReport.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.HashMap;
import java.util.Map;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.evaluation.IPredictionAndGroundTruthTable;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/LearningCurveExtrapolationEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import org.api4.java.ai.ml.classification.IClassifierEvaluator;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.learningcurve.ILearni... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/MonteCarloCrossValidationEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.Random;
import org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.co... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/PreTrainedPredictionBasedClassifierEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import org.api4.java.ai.ml.classification.IClassifierEvaluator;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.execution.LearnerExec... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/PredictionDiff.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.lang.reflect.Array;
import java.lang.reflect.ParameterizedType;
import java.lang.reflect.Type;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
import org.api4.java.ai.ml.core.evaluation.IPredictionAndGroundTruthTable;
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/SingleRandomSplitClassifierEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.Random;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
public class SingleRandomSplitClassifierEvaluator extends MonteCarloCrossValidationEvaluator {
public SingleRandomSplitClassifierEvaluator(final ILabeledDataset<?> data... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/SupervisedLearnerExecutor.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.IPrediction;
import org.api4.java.ai.ml.core.evaluation.execu... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/TrainPredictionBasedClassifierEvaluator.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;
import org.apache.commons.lang3.exception.ExceptionUtils;
import org.api4.java.ai.ml.classification.IClassifierEvaluator;
import org.api4.java.ai.ml.core.dataset.splitter.SplitF... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/TypelessPredictionDiff.java | package ai.libs.jaicore.ml.core.evaluation.evaluator;
import java.util.List;
/**
* This is a helper class with which one can create a prediction diff object without caring about the types of ground truths and predictions.
*
* Using the getCastedView method, one can later (in a place where the concrete types are kn... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/events/MCCVSplitEvaluationEvent.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.events;
import org.api4.java.ai.ml.classification.IClassifier;
import org.api4.java.common.event.IEvent;
public class MCCVSplitEvaluationEvent implements IEvent {
private final IClassifier classifier;
private final int numInstancesUsedForTraining;
private final ... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/events/TrainTestSplitEvaluationCompletedEvent.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.events;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
import org.api4.java.ai.ml.core.learner.ISupervis... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/events/TrainTestSplitEvaluationFailedEvent.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.events;
import java.util.Arrays;
import java.util.List;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.execution.ILearnerRunReport;
... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/AMonteCarloCrossValidationBasedEvaluatorFactory.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
import java.util.Random;
import org.api4.java.ai.ml.core.IDataConfigurable;
import org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.super... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/ExtrapolatedSaturationPointEvaluatorFactory.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
import java.util.List;
import java.util.Random;
import org.api4.java.ai.ml.core.IDataConfigurable;
import org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.ja... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/ISplitBasedSupervisedLearnerEvaluatorFactory.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
import org.api4.java.ai.ml.core.dataset.splitter.IDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
public interface ISplitBasedSupervisedLearnerEvaluat... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/ISupervisedLearnerEvaluatorFactory.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.ISupervisedLearnerEvaluator;
public interface ISupervisedLearnerEvaluatorFac... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/LearnerEvaluatorConstructionFailedException.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
@SuppressWarnings("serial")
public class LearnerEvaluatorConstructionFailedException extends Exception {
public LearnerEvaluatorConstructionFailedException(final Exception e) {
super(e);
}
}
|
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/LearningCurveExtrapolationEvaluatorFactory.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
import java.util.Random;
import org.api4.java.ai.ml.core.IDataConfigurable;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset;
import org.api4.java.ai.ml.core.dataset.supervised.ILabeledInstance;
import org.api4.java.ai.ml.core.evaluation.... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/evaluator/factory/MonteCarloCrossValidationEvaluatorFactory.java | package ai.libs.jaicore.ml.core.evaluation.evaluator.factory;
import java.util.Objects;
import org.api4.java.ai.ml.core.evaluation.execution.IAggregatedPredictionPerformanceMeasure;
import ai.libs.jaicore.ml.core.evaluation.AveragingPredictionPerformanceMeasure;
import ai.libs.jaicore.ml.core.evaluation.evaluator.Mo... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/experiment/IMultiClassClassificationExperimentConfig.java | package ai.libs.jaicore.ml.core.evaluation.experiment;
import java.io.File;
import java.util.List;
import ai.libs.jaicore.experiments.IExperimentSetConfig;
public interface IMultiClassClassificationExperimentConfig extends IExperimentSetConfig {
public static final String DATASETS = "datasets";
public static final... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/experiment/package-info.java | /**
*
*/
/**
* @author mwever
*
*/
package ai.libs.jaicore.ml.core.evaluation.experiment; |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/splitsetgenerator/CachingMonteCarloCrossValidationSplitSetGenerator.java | package ai.libs.jaicore.ml.core.evaluation.splitsetgenerator;
import java.util.HashMap;
import java.util.Map;
import java.util.Random;
import org.api4.java.ai.ml.core.dataset.splitter.IRandomDatasetSplitter;
import org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException;
import org.api4.java.ai.ml.core.dataset... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/splitsetgenerator/ConstantSplitSetGenerator.java | package ai.libs.jaicore.ml.core.evaluation.splitsetgenerator;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.ai.ml.core.dataset.IInstance;
import org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException;
import org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSet;
import org.api... |
0 | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation | java-sources/ai/libs/jaicore-ml/0.2.7/ai/libs/jaicore/ml/core/evaluation/splitsetgenerator/FixedDataSplitSetGenerator.java | package ai.libs.jaicore.ml.core.evaluation.splitsetgenerator;
import org.api4.java.ai.ml.core.dataset.IDataset;
import org.api4.java.ai.ml.core.dataset.splitter.SplitFailedException;
import org.api4.java.ai.ml.core.evaluation.execution.IDatasetSplitSet;
import org.api4.java.ai.ml.core.evaluation.execution.IDatasetSpli... |
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