Java NominalMapping.setMapping方法代码示例

import com.rapidminer.example.table.NominalMapping; //导入方法依赖的package包/类
/**
 * Replaces the given real value by the new one. Please note that this method will only work for
 * nominal attributes.
 */
public static void replaceValue(Attribute attribute, String oldValue, String newValue) {
	if (!attribute.isNominal()) {
		throw new RuntimeException("Example-Tools: replaceValue is only supported for nominal attributes.");
	}
	NominalMapping mapping = attribute.getMapping();
	int oldIndex = mapping.getIndex(oldValue);
	if (oldIndex < 0) {
		throw new RuntimeException(
				"Example-Tools: replaceValue cannot be performed since old value was not defined in the attribute.");
	}
	mapping.setMapping(newValue, oldIndex);
}
 

import com.rapidminer.example.table.NominalMapping; //导入方法依赖的package包/类
private void remap(Attributes attributes) {
	for (String attributeName : affectedAttributeNames) {
		Attribute attr = attributes.get(attributeName);
		if (attr.isNominal()) {
			NominalMapping mapping = attr.getMapping();
			List<String> mappingValues = mapping.getValues();

			for (String string : mappingValues) {
				String replacement = replace(string);
				int oldRepr = mapping.getIndex(string);
				// Nothing to replace
				if (replacement.equals(string)) {
					continue;
				}
				// Replacement already present in mapping -> Replace in example set
				else if (mappingValues.contains(replacement)) {
					for (Example example : exampleSet) {
						double oldValue = example.getValue(attr);
						if (Tools.isEqual(oldRepr, oldValue)) {
							int newRepr = mapping.getIndex(replacement);
							example.setValue(attr, newRepr);
						}
					}
				}
				// Replacement not present in mapping -> Replace in mapping
				else {
					mapping.setMapping(replacement, oldRepr);
				}
			}

		}
	}
}
 

import com.rapidminer.example.table.NominalMapping; //导入方法依赖的package包/类
/** Replaces the given real value by the new one. Please note that this method will only 
 *  work for nominal attributes. */
public static void replaceValue(Attribute attribute, String oldValue, String newValue) {
	if (!attribute.isNominal())
		throw new RuntimeException("Example-Tools: replaceValue is only supported for nominal attributes.");
	NominalMapping mapping = attribute.getMapping();
	int oldIndex = mapping.getIndex(oldValue);
	if (oldIndex < 0)
		throw new RuntimeException("Example-Tools: replaceValue cannot be performed since old value was not defined in the attribute.");
	mapping.setMapping(newValue, oldIndex);
}
 

import com.rapidminer.example.table.NominalMapping; //导入方法依赖的package包/类
private void remap(Attributes attributes) {
	for (String attributeName: affectedAttributeNames) {
		Attribute attr = attributes.get(attributeName);
		if (attr.isNominal()) {
			NominalMapping mapping = attr.getMapping();
			for (String string : mapping.getValues()) {
				int index = mapping.getIndex(string);
				mapping.setMapping(replace(string), index);
			}
		}
	}
}
 

import com.rapidminer.example.table.NominalMapping; //导入方法依赖的package包/类
/**
 * Remaps the attributes in the exampleSet or writes into the exampleSet if a remapping is not
 * possible.
 */
private void remap(ExampleSet exampleSet) throws ProcessStoppedException {
	Attributes attributes = exampleSet.getAttributes();
	OperatorProgress progress = null;
	if (getShowProgress() && getOperator() != null && getOperator().getProgress() != null) {
		progress = getOperator().getProgress();
		progress.setTotal(affectedAttributeNames.length);
	}
	int progressCounter = 0;

	for (String attributeName : affectedAttributeNames) {
		Attribute attr = attributes.get(attributeName);
		if (attr.isNominal()) {
			NominalMapping mapping = attr.getMapping();
			List<String> mappingValues = mapping.getValues();

			for (String string : mappingValues) {
				String replacement = replace(string);
				int oldRepr = mapping.getIndex(string);
				// Nothing to replace
				if (replacement.equals(string)) {
					continue;
				}
				// Replacement already present in mapping -> Replace in example set
				else if (mappingValues.contains(replacement)) {
					for (Example example : exampleSet) {
						double oldValue = example.getValue(attr);
						if (Tools.isEqual(oldRepr, oldValue)) {
							int newRepr = mapping.getIndex(replacement);
							example.setValue(attr, newRepr);
						}
					}
				}
				// Replacement not present in mapping -> Replace in mapping
				else {
					mapping.setMapping(replacement, oldRepr);
				}
			}

		}
		if (progress != null && ++progressCounter % OPERATOR_PROGRESS_STEPS == 0) {
			progress.setCompleted(progressCounter);
		}
	}
}