IDmLogisticRegression

Assembly: Ms;

Namespace: Prognoz.Platform.Interop.Ms;

Description

The IDmLogisticRegression interface is used for missing data substitution using logistic regression.

Inheritance Hierarchy

          IDmMethodDetails

          IDmAttributesDetails

          IDmTargetDetails

          IDmTemplateFillDetails

          IDmLogisticRegression

Comments

The method is used if it is necessary to forecast some event based on a set of criteria. For example, if it is necessary to forecast a disease on the base of gender and age. Object for analysis must contain binary data.

Properties

  Property name Brief description
Outdated. The OutputROCDataSource property determines data source where ROC curve will be loaded.
Outdated. The OutputStatDataSource property determines data source where logistic regression characteristics will be loaded.
The Threshold property determines a threshold value.

Properties inherited from IDmTargetDetails

  Property name Brief description
The Target property determines the field index of the data source, containing analyzed information.

Properties inherited from IDmAttributesDetails

  Property name Brief description
The Attributes property determines the field indexes of the data source, containing factors for the analysis.

Properties inherited from IDmMethodDetails

  Brief description
The CrossValidation property returns cross-validation settings
The DisplayName property returns the method name.
The StatMethod property returns statistical method parameters used in analysis.

Methods inherited from IDmTemplateFillDetails

  Method name Brief description
The FillTarget method unloads missing data treatment results into the data source

See also:

Ms Assembly Interfaces | Logistic Regression | Pattern Substitution