MachineLearningKNN Members

These members are related to K Nearest Neighbor dialog.

Functions

Name Description
Cancel -
OK Return value: Integer.

Properties

Name Description
Application Returns application object. Return value: Object. This property is read only.
ApplyCrossV Select this option to apply v-fold cross-validation. Return/assignment value: Integer.
CasewiseDeletionOfMD Casewise deletion of missing data (MD). Return/assignment value: Integer.
Chebychev Uses Chebychev as a distance measure. Return/assignment value: Integer.
CityBlock Uses cityblock as a distance measure. Return/assignment value: Integer.
CodeForExamples Code to chose examples. Return/assignment value: String.
CrossVSeed Specifies the random number generator seed to be used in the process of (randomly) grouping the data into v folds. Return/assignment value: Integer.
DeltaK Increments K with the specified value in the cross-validation grid search. Return/assignment value: Integer.
Euclidean Uses Euclidean as a distance measure. Return/assignment value: Integer.
KNearestNeighbors Specifies the number of nearest neighbors K. Return/assignment value: Integer.
MaximumK Maximum value of K nearest neighbors for use by the cross-validation grid search. Return/assignment value: Integer.
MeanSubstitutionOfMD Mean substitution of missing data (MD). Return/assignment value: Integer.
MemoryUsageLimit Specifies the amount of physical memory that can be used by Statistica Naive Bayes. Return/assignment value: Integer.
MinimumK Minimum value of K nearest neighbors for use by the cross-validation grid search. Return/assignment value: Integer.
NValue The number of first N cases to be used as the example sample. Return/assignment value: Integer.
Name Return value: String. This property is read only.
Parent Returns the parent of the object. Return value: Object. This property is read only.
PredictorCodes Predictor codes. Return/assignment value: String.
ResponseCodes Response codes. Return/assignment value: String.
RestrictMemoryUsage Limits the amount of physical memory that can be used by Statistica K-Nearest Neighbors. Note that very large data problems may require significant memory and processing resources. Return/assignment value: Integer.
ResultsCodes Assignment value: Variant.
ResultsOption Assignment value: Integer.
ResultsOutputFields Assignment value: Variant.
ResultsSaveFileName Assignment value: String.
ResultsSelection Assignment value: Variant.
ResultsSelectionOption Assignment value: Variant.
ResultsValues Assignment value: Variant.
ResultsVariables Assignment value: Variant.
SamplingVariable Specifies the sample variable for dividing the data set into the example and testing samples. Return/assignment value: String.
SeedForRandomSampling Specifies the random number generator seed to be used in the process of (randomly) dividing the data into the example and test samples. Return/assignment value: Integer.
SizeOfExamples Specifies the percentage of the valid cases (determined by case selection conditions) in the data set that will be used to form the example set. Return/assignment value: Double.
SquaredEuclidean Uses squared Euclidean distance measure. Return/assignment value: Integer.
StandardizeDistances Standardize distances. Return/assignment value: Integer.
UseFirstNCases Selects the first N valid cases [determined by the case selection conditions (see case selections)] of the data set as the example sample. The remaining cases will be used for testing. Return/assignment value: Integer.
UseRandomSampling Generates the example and test samples randomly. Return/assignment value: Integer.
UseSubsetvariable Generates the example and test samples from a subsample (subset) variable. Return/assignment value: Integer.
UseWeightedAverage Uses weighted averaging for making predictions which gives more weights to neighbors closer to the query point. Return/assignment value: Integer.
VValue Specifies the number of folds used to perform the cross-validation. Return/assignment value: Integer.
Variables Select variables for the analysis. Return/assignment value: String.