public class ClassClassificationAndRegressionModelSummary extends Object implements org.wso2.carbon.ml.commons.domain.ModelSummary, Serializable
Constructor and Description |
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ClassClassificationAndRegressionModelSummary() |
Modifier and Type | Method and Description |
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String |
getAlgorithm() |
String |
getDatasetVersion() |
double |
getError() |
List<FeatureImportance> |
getFeatureImportance() |
String[] |
getFeatures() |
double |
getMeanSquaredError() |
double |
getModelAccuracy() |
String |
getModelSummaryType() |
MulticlassConfusionMatrix |
getMulticlassConfusionMatrix() |
List<TestResultDataPoint> |
getTestResultDataPointsSample() |
void |
setAlgorithm(String algorithm) |
void |
setDatasetVersion(String datasetVersion) |
void |
setError(double error) |
void |
setFeatureImportance(List<FeatureImportance> featureImportance) |
void |
setFeatures(String[] features) |
void |
setMeanSquaredError(double meanSquaredError) |
void |
setModelAccuracy(double modelAccuracy) |
void |
setMulticlassConfusionMatrix(MulticlassConfusionMatrix multiclassConfusionMatrix) |
void |
setTestResultDataPointsSample(List<TestResultDataPoint> testResultDataPointsSample) |
public ClassClassificationAndRegressionModelSummary()
public String getAlgorithm()
public void setAlgorithm(String algorithm)
public double getError()
public void setError(double error)
error
- Sets classification errorpublic List<TestResultDataPoint> getTestResultDataPointsSample()
public void setTestResultDataPointsSample(List<TestResultDataPoint> testResultDataPointsSample)
testResultDataPointsSample
- Sets features with predicted vs. actual valuespublic String getModelSummaryType()
getModelSummaryType
in interface org.wso2.carbon.ml.commons.domain.ModelSummary
public List<FeatureImportance> getFeatureImportance()
public void setFeatureImportance(List<FeatureImportance> featureImportance)
featureImportance
- Weights of each of the featurepublic void setFeatures(String[] features)
features
- Array of names of the featurespublic double getModelAccuracy()
public void setModelAccuracy(double modelAccuracy)
modelAccuracy
- Sets model accuracypublic MulticlassConfusionMatrix getMulticlassConfusionMatrix()
public void setMulticlassConfusionMatrix(MulticlassConfusionMatrix multiclassConfusionMatrix)
multiclassConfusionMatrix
- multiclass confusion matrixpublic double getMeanSquaredError()
public void setMeanSquaredError(double meanSquaredError)
meanSquaredError
- Sets mean squared errorpublic String getDatasetVersion()
public void setDatasetVersion(String datasetVersion)
datasetVersion
- Sets dataset versionpublic String[] getFeatures()
getFeatures
in interface org.wso2.carbon.ml.commons.domain.ModelSummary
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