Classes Reference


                    
                    
                    KMeans

K-Means Clustering

Declaration

Swift

public class KMeans

PCA

Principal Component Analysis

Reference: “Principal Component Analysis”

Declaration

Swift

public class PCA


                    
                    
                    AdaBoostClassifier

Undocumented

Declaration

Swift

public class AdaBoostClassifier


                    
                    
                    GradientBoostRegressor

Undocumented

Declaration

Swift

public class GradientBoostRegressor


                    
                    
                    RandomForest

Undocumented

Declaration

Swift

public class RandomForest


                    
                    
                    RandomTree

Undocumented

Declaration

Swift

public class RandomTree


                    
                    
                    RandomDataSet

Undocumented

Declaration

Swift

public class RandomDataSet


                    
                    
                    RandomFeature

Undocumented

Declaration

Swift

public class RandomFeature : Hashable


                    
                    
                    GradientDescentLinearRegression

Gradient Descent linear regression.

Reference: “linear regression using gradient descent”

Declaration

Swift

public class GradientDescentLinearRegression : LinearRegression


                    
                    
                    LeastSquaresLinearRegression

Least Squares linear regression.

Reference: “Least Squares linear regression”

Declaration

Swift

public class LeastSquaresLinearRegression : LinearRegression


                    
                    
                    LogisticRegression

A Logistic regression classifier.

In the multiclass classification, the training algorithm uses the one-vs-rest (OvR) scheme.

Declaration

Swift

public class LogisticRegression


                    
                    
                    SingularValueDecompositionLinearRegression

Singular value decomposition linear regression.

Reference: “Use of the Singular Value Decomposition in Regression Analysis”

Declaration

Swift

public class SingularValueDecompositionLinearRegression : LinearRegression


                    
                    
                    BernoulliNB

Bernoulli naive bayes classifier.

Bernoulli naive bayes classifier used to classify discrete binary features.

Reference: “Bernoulli Naive bayes”

Declaration

Swift

public class BernoulliNB


                    
                    
                    GaussianNB

Gaussian naive bayes classifier.

Gaussian naive bayes classifier used to classify continuous features.

Declaration

Swift

public class GaussianNB


                    
                    
                    MultinomialNB

Multinomial naive bayes classifier.

Multinomial naive bayes classifier used to classify discrete features.

Reference: “Multinomial Naive bayes”

Declaration

Swift

public class MultinomialNB


                    
                    
                    KNeighborsClassifier

K-neighbors classifier.

Classifier implementing the k-nearest neighbors vote.

Declaration

Swift

public class KNeighborsClassifier


                    
                    
                    KNeighborsRegressor

K neighbors regressor.

The target is predicted by local interpolation of the targets associated of the nearest neighbors in the training set.

Declaration

Swift

public class KNeighborsRegressor


                    
                    
                    DecisionTree

Undocumented

Declaration

Swift

public class DecisionTree


                    
                    
                    Node

Undocumented

Declaration

Swift

public class Node


                    
                    
                    Branch

Branch between two nodes

Declaration

Swift

public class Branch


                    
                    
                    DataSet

Undocumented

Declaration

Swift

public class DataSet


                    
                    
                    Feature

Undocumented

Declaration

Swift

public class Feature : Hashable


                    
                    
                    FeatureValue

Undocumented

Declaration

Swift

public class FeatureValue : Hashable