Classes
The following classes are available globally.
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K-Means Clustering
See moreDeclaration
Swift
public class KMeans
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Declaration
Swift
public class PCA
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Undocumented
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Swift
public class AdaBoostClassifier
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Undocumented
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Swift
public class GradientBoostRegressor
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Undocumented
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public class RandomForest
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Undocumented
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public class RandomTree
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Undocumented
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public class RandomDataSet
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Undocumented
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Swift
public class RandomFeature : Hashable
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Declaration
Swift
public class GradientDescentLinearRegression : LinearRegression
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Declaration
Swift
public class LeastSquaresLinearRegression : LinearRegression
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A Logistic regression classifier.
In the multiclass classification, the training algorithm uses the one-vs-rest (OvR) scheme.
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Swift
public class LogisticRegression
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Singular value decomposition linear regression.
Reference: “Use of the Singular Value Decomposition in Regression Analysis”
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Swift
public class SingularValueDecompositionLinearRegression : LinearRegression
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Bernoulli naive bayes classifier.
Bernoulli naive bayes classifier used to classify discrete binary features.
Reference: “Bernoulli Naive bayes”
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Swift
public class BernoulliNB
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Gaussian naive bayes classifier.
Gaussian naive bayes classifier used to classify continuous features.
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Swift
public class GaussianNB
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Multinomial naive bayes classifier.
Multinomial naive bayes classifier used to classify discrete features.
Reference: “Multinomial Naive bayes”
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Swift
public class MultinomialNB
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Declaration
Swift
public class KNeighborsClassifier
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K neighbors regressor.
The target is predicted by local interpolation of the targets associated of the nearest neighbors in the training set.
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Swift
public class KNeighborsRegressor
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Undocumented
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Swift
public class DecisionTree
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Undocumented
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Swift
public class Node
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Branch between two nodes
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Swift
public class Branch
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Undocumented
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Swift
public class DataSet
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Undocumented
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Swift
public class Feature : Hashable
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Undocumented
See moreDeclaration
Swift
public class FeatureValue : Hashable