| Package | Description |
|---|---|
| com.blazebit.ai.decisiontree | |
| com.blazebit.ai.decisiontree.impl |
| Modifier and Type | Interface and Description |
|---|---|
interface |
DiscreteAttribute
Discrete Attribute.
|
| Modifier and Type | Method and Description |
|---|---|
Attribute |
DecisionNode.getAttribute() |
Attribute |
AttributeSelector.select(Set<Example<T>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
| Modifier and Type | Method and Description |
|---|---|
Map<Attribute,AttributeValue> |
Item.getValues() |
| Modifier and Type | Method and Description |
|---|---|
<T> DecisionNode<T> |
DecisionNodeFactory.createNode(Attribute usedAttribute,
Set<Example<T>> examples) |
| Modifier and Type | Method and Description |
|---|---|
Attribute |
AttributeSelector.select(Set<Example<T>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
Attribute |
AttributeSelector.select(Set<Example<T>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractAttribute |
class |
SimpleDiscreteAttribute |
class |
StringAttribute |
| Modifier and Type | Method and Description |
|---|---|
Attribute |
StringDecisionNode.getAttribute() |
Attribute |
DiscreteDecisionNode.getAttribute() |
Attribute |
ID3AttributeSelector.select(Set<Example<Boolean>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
Attribute |
SimpleAttributeSelector.select(Set<Example<T>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
| Modifier and Type | Method and Description |
|---|---|
Map<Attribute,AttributeValue> |
SimpleItem.getValues() |
| Modifier and Type | Method and Description |
|---|---|
Attribute |
ID3AttributeSelector.select(Set<Example<Boolean>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
Attribute |
ID3AttributeSelector.select(Set<Example<Boolean>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
Attribute |
SimpleAttributeSelector.select(Set<Example<T>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
Attribute |
SimpleAttributeSelector.select(Set<Example<T>> examples,
Set<Attribute> availableAttributes,
Set<Attribute> usedAttributes) |
| Constructor and Description |
|---|
StringDecisionNode(DecisionNodeFactory decisionNodeFactory,
Attribute attribute,
Set<Example<T>> examples) |
| Constructor and Description |
|---|
SimpleDecisionTree(Set<Attribute> attributes,
Set<Example<T>> examples,
AttributeSelector<T> attributeSelector) |
SimpleExample(Map<Attribute,? extends AttributeValue> values,
T result) |
SimpleItem(Map<Attribute,? extends AttributeValue> values) |
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