edu.uoregon.tau.perfexplorer.glue
Class LinearOptimizerOperation
Object
AbstractPerformanceOperation
LinearOptimizerOperation
- All Implemented Interfaces:
- PerformanceAnalysisOperation, Serializable
public class LinearOptimizerOperation
- extends AbstractPerformanceOperation
- Author:
- khuck
- See Also:
- Serialized Form
| Methods inherited from class AbstractPerformanceOperation |
addInput, addInput, getId, getInputs, getOutputAtIndex, getOutputs, reset, setId, setInput, setInput, setInputs, setInputsTrials, setOutputs, toString |
| Methods inherited from class Object |
equals, getClass, hashCode, notify, notifyAll, wait, wait, wait |
LINEAR_REGRESSION
public static final String LINEAR_REGRESSION
- See Also:
- Constant Field Values
MULTILAYER_PERCEPTRON
public static final String MULTILAYER_PERCEPTRON
- See Also:
- Constant Field Values
NAIVE_BAYES
public static final String NAIVE_BAYES
- See Also:
- Constant Field Values
SUPPORT_VECTOR_MACHINE
public static final String SUPPORT_VECTOR_MACHINE
- See Also:
- Constant Field Values
LinearOptimizerOperation
public LinearOptimizerOperation(List<PerformanceResult> inputs,
String metric,
Set<String> metadataFields,
String classLabel)
- Parameters:
inputs -
classifyInstance
public double classifyInstance(Map<String,String> inputFields)
getClass
public String getClass(Map<String,String> inputFields)
getClassifierType
public String getClassifierType()
getCoefficients
public double[] getCoefficients()
getConfidence
public double getConfidence()
processData
public List<PerformanceResult> processData()
- Description copied from interface:
PerformanceAnalysisOperation
- Performs the analysis operation.
- Returns:
- a List of PerformanceResult outputs
- See Also:
PerformanceResult,
List
setClassifierType
public void setClassifierType(String classifierType)
writeClassifier
public void writeClassifier(String fileName)
****************************************************************************
Copyright 1997-2009
Department of Computer and Information Science, University of Oregon
Advanced Computing Laboratory, Los Alamos National Laboratory
Juelich Supercomputing Centre, Research Center Juelich, Germany
http://tau.uoregon.edu
****************************************************************************
Permission to use, copy, modify, and distribute this software and its documentation for any purpose and without fee is hereby granted, provided that the above copyright notice appear in all copies and that both that copyright notice and this permission notice appear in supporting documentation, and that the name of University of Oregon (UO) and Los Alamos National Laboratory (LANL) not be used in advertising or publicity pertaining to distribution of the software without specific, written prior permission. The University of Oregon and LANL makes no representations about the suitability of this software for any purpose. It is provided "as is" without express or implied warranty.
THE UNIVERSITY OF OREGON AND LANL DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS, IN NO EVENT SHALL THE UNIVERSITY OF OREGON OR LANL BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.