Class List

Here are the classes, structs, unions and interfaces with brief descriptions:

[detail level 1234]

▼Nmltk	UFJF-MLTK main namespace for core functionalities
▼Nclassifier	Namespace for classification methods
CClassifier
CDualClassifier
CIMAp	Wrapper for the implementation of the Incremental Margin Algorithm primal
CIMApFixedMargin	Wrapper for the implementation of the Incremental Margin Algorithm primal with fixed margin
CIMADual
Cint_dll
CKNNClassifier	Wrapper for the implementation of the K-Nearest Neighbors classifier algorithm
COneVsAll	Wrapper for the implementation of the one vs all multi class classification algorithm
COneVsOne	Wrapper for the implementation of the one vs one multi class classification algorithm
CPerceptronPrimal	Wrapper for the implementation of the Perceptron primal algorithm
CPerceptronFixedMarginPrimal	Wrapper for the implementation of the Perceptron primal with fixed margin algorithm
CPerceptronDual	Wrapper for the implementation of the Perceptron dual algorithm
CPerceptronFixedMarginDual	Wrapper for the implementation of the Perceptron dual with fixed margin algorithm
CBalancedPerceptron
CPrimalClassifier
CSMO
▼Nclusterer	Namespace for clustering methods
CClusterer
CKMeans	Wrapper for the implementation of the K-Means clustering algorithm
▼Ndatasets	Namespace for artificial datasets generation
CRegPair
CBlobsPair
▼Nensemble
CAdaBoostClassifier
CAutoWeightedVoting
CBaggingClassifier
CEnsemble	Namespace for ensemble methods
CPerceptronCommittee
CVotingClassifier
▼Nfeatselect	Namespace for feature selection methods
►CAOS
CHash
CHeap
Cselect_gamma
Cselect_weight
CFeatureSelection
CFisher
CGolub
CRFE
▼Nmetrics
►Ndist
CBaseMatrix
CDistanceMatrix
CDistanceMetric	Base functor class for the implementation of new metrics metrics
CEuclidean	Functor for the computation of the euclidean metrics between two points
CManhattan
CChebyshev
CLorentzian
CCanberra
CSorensen
CAvgManhattan
CNonIntersection
CJaccard
CCosine
CDice
CChord
CBhattacharyya
CSquaredChord
CMatusita
CHellinger
CSquaredEuclidean
CClark
CNeyman
CPearson
CSquared
CProbabilisticSymmetric
CDivergence
CAdditiveSymmetric
CAverage
CSquaredChiSquared
CKullbackLeibler
CJeffreys
CKDivergence
CTopsoe
CJensenShannon
CJensenDifference
CMaxSymmetric
CMinSymmetric
CAverageL1Linf
CKumarJohnson
CTaneja
CHassanat
▼Nregressor	Namespace for regression methods
CDualRegressor
CKNNRegressor	Wrapper for the implementation of the K-Nearest Neighbors regression algorithm
CLMSPrimal	Wrapper for the implementation of the Least Mean Square primal algorithm
CPrimalRegressor
CRegressor
▼Nvalidation	Validation methods namespace
CValidationReport	Solution for the validation of a ML method
CCrossValidation	Structure to manage cross validation
CTrainTestPair	A struct representing a pair with training and test data
▼Nvisualize	Namespace for data visualization methods
CVisualization	Class for data visualization
CStatistics
CData	Wrapper for the dataset data
CKernel	Class for the kernel computations
CLearner
CPoint	Wrapper for the point data
CDSM
CRSM
COverSampling	Base class for the implementation of over sampling methods
CSMOTE	Functor for the implementation of the SMOTE over sampling algorithm
CBorderlineSMOTEOne	Functor for the implementation of the Borderline SMOTE 1 over sampling algorithm
CSolution
CThreadPool	A C++17 thread pool class. The user submits tasks to be executed into a queue. Whenever a thread becomes available, it pops a task from the queue and executes it. Each task is automatically assigned a future, which can be used to wait for the task to finish executing and/or obtain its eventual return value
Csynced_stream	A helper class to synchronize printing to an output stream by different threads
Ctimer	A helper class to measure execution time for benchmarking purposes
CTimer	Wrapper for the implementation of a simple timer
CGnuplot
CGnuplotException	A C++ interface to gnuplot