See: Description
| Interface | Description |
|---|---|
| BaseClassificationTestTask |
Base interface for tasks checking the quality of a classification model.
|
| CalculateTestResultTask |
Specification for task used to check the quality of a classification model
based on table with columns containing observed value, value returned by a model
and probability returned by a model.
|
| CalculateTestResultTaskFactory |
Factory for CalculateTestResultTask objects.
|
| ClassificationAlgorithmSettings |
Settings for classification algorithms.
|
| ClassificationApplyOutput |
Apply output specification for classification applying process.
|
| ClassificationApplyOutputFactory |
Factory for ClassificationApplyOutput.
|
| ClassificationCategoryItem |
Defines classification output item for category value specified by user.
|
| ClassificationCategoryItemFactory |
Factory for ClassificationCategoryItem.
|
| ClassificationFunctionSettings |
A ClassificationFunctionSettings object is a subclass of
SupervisedFunctionSettings that supports features unique to the classification
mining function and corresponding algorithms.
|
| ClassificationFunctionSettingsFactory |
Factory for ClassificationFunctionSettings.
|
| ClassificationModel |
A ClassificationModel is a subclass of SupervisedModel that supports features
that are unique for all classification models.
|
| ClassificationOutputItem |
Output item created by classification apply process.
|
| ClassificationRankItem |
Defines rank classification output item.
|
| ClassificationRankItemFactory |
Factory for ClassificationRankItem.
|
| ClassificationTestResult |
This represents the result of a test task applied to a classification model.
|
| ClassificationTestTask |
This represents a task to check the quality of a classification model.
|
| ClassificationTestTaskFactory |
Factory for ClassificationTestTask.
|
| ConfusionMatrix |
A Confusion Matrix.
|
| KSAnalysis |
Data provided for Kolmogorov-Smirnov plot.
|
| LiftAnalysis |
LiftAnlysis provides data for lift computation.
|
| PlotAnalysis |
Data provided for plots of statistics (e.g.
|
| ROCAnalysis |
Data provided for Receiver Operating Characteristic plot.
|
| TargetAnalysis |
Provides some common statistics calculated using confusion matrix.
|
| Class | Description |
|---|---|
| ClassificationOutputType |
Defines possible output types adequate for classification.
|
| ReweightingMode |
Observation reweighting mode (i.e. how observation's weight will affect ClassificationTestResult calculations).
|