Principal Component Analysis Methods
Methods
Compute() |
Computes the model.
(Inherited from Model) Obsolete. |
Compute( |
Computes the model.
(Inherited from Model) Obsolete. |
Equals | Determines whether the specified object is equal to the current object. (Inherited from Object) |
Fit() |
Fits the model to the data.
(Inherited from Model) |
Fit( |
Fits the model to the data.
(Inherited from Model) |
Get | Returns the number of components to retain based on the broken stick criterion. |
Get | Returns the number of components to retain based on whether the corresponding eigenvalues are greater than the specified value. |
GetHashCode | Serves as the default hash function. (Inherited from Object) |
Get | Returns the Mahalanobis distance of the observations to the centroid of the observations. |
Get | Returns the predicted values of the variables based on the specified number of components. |
GetType | Gets the Type of the current instance. (Inherited from Object) |
Get | Returns the number of components needed to explain the requested proportion of the variance in the data. |
Inverse |
Applies the inverse transformation to a set of observations.
(Inherited from TransformationModel<T>) |
Inverse |
Applies the inverse transformation to a set of observations.
(Inherited from TransformationModel<T>) |
Inverse |
Applies the inverse transformation to a set of observations.
(Overrides TransformationModel<T>.InverseTransformInto(Matrix<Double>, Matrix<Double>)) |
Inverse |
Applies the inverse transformation to a set of observations.
(Overrides TransformationModel<T>.InverseTransformInto(Vector<Double>, Vector<Double>)) |
Reset |
Clears all fitted model parameters.
(Inherited from Model) Obsolete. |
Reset |
Clears all fitted model parameters.
(Inherited from Model) |
Set |
Uses the specified data frame as the source for all input variables.
(Inherited from Model) |
Summarize() |
Returns a string containing a human-readable summary of the object using default options.
(Inherited from Model) |
Summarize( |
Returns a string containing a human-readable summary of the object using the specified options.
(Inherited from Model) |
ToString | Returns a string that represents the current object. (Inherited from Model) |
Transform( |
Applies the transformation to a set of observations.
(Inherited from TransformationModel<T>) |
Transform( |
Applies the transformation to a single observation.
(Inherited from TransformationModel<T>) |
Transform |
Applies the transformation to a set of observations.
(Overrides TransformationModel<T>.TransformInto(Matrix<Double>, Matrix<Double>)) |
Transform |
Applies the transformation to a single observation.
(Overrides TransformationModel<T>.TransformInto(Vector<Double>, Vector<Double>)) |