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LUHC
: LUHC is a Laplacian Unit-Hyperplane Learning for positive and unlabeled learning problem. This package provides a Demo Matlab code for LUHC.
RPTSVM
: RPTSVM is a regularization recursive projection twin support vector machine for binary classification. This package provides an implementation of the RPTSVM (PTSVM is a special case of RPTSVM) method by Matlab code.
L12DLDA
: L12DLDA is a L1-norm 2-dimension linear discriminant analysis for demension redundency. This package provides an implementation of the L12DLDA method by Matlab code
TWSVC
: TWSVC is a twin support vector machine for clustering. This package provides an implementation of the TWSVC method by Matlab code
LkPPC
: LkPPC is a local k-Proximal Plane Clustering method for clustering. This package provides an implementation of the LkPPC method by Matlab code
MPSVM
: MPSVM is a manifold proximal support vector machine for semi-supervised learnining problem. This package provides a Demo Matlab code for MPSVM
L1NPSVM
: L1NPSVM is a L1-norm nonparallel proximalsupport vector machine for binary classification. This package provides an implementation of the L1NPSVM method by Matlab code
WLTSVM
: WLTSVM is a weighted Lagrangian twin support vector machine for imbalanced data classification. This package provides an implementation of the WLTSVM method by Matlab code
FSTWSVM
: FSTWSVM is a feature selection method for twin support vector machines, including linear and nonlinear feature selection. This package provides an implementation of the FSTWSVM method by Matlab code
NHSVM
: NHSVM is a nonparallel hyperplane support vector machine for binary classification. This package provides an implementation of the NHSVM method by Matlab code
PCC
: PCC is a proximal classifier with consistency for binary classification. This package provides an implementation of the PCC method by Matlab code
PPWMs
: PPWMs is a tool for predicting palmitoylation sites based on protein sequence. This package provides an implementation of the PPWMs by C++ code
ETSVR
: ETSVR is a varepsilon-twin support vector machine for regression. This package provides an implementation of the ETSVR method by Matlab code
TWSVM
: TWSVM is a twin support vector machine for binary classification. This package provides an implementation of the TBSVM (TWSVM is a special case of TBSVM) method by Matlab code
STPMSVM
: STPMSVM is a smooth twin parametric-margin support vector machine for binary classification. This package provides an implementation of the STPMSVM method by Matlab code
RPTSVM
: RPTSVM is a regularization recursive projection twin support vector machine for binary classification. This package provides an implementation of the RPTSVM (PTSVM is a special case of RPTSVM) method by Matlab code
LSPTSVM
: LSPTSVM is a least squares recursive projection twin support vector machine for binary classification. This package provides an implementation of the LSPTSVM (only linear case) method by Matlab code
RTBSVM
: RTBSVM is a robust rescaled hinge loss twin support vector machine for binary classification. This package provides a Demo Matlab code for RTBSVM.
RFDPC
: A Matlab code for Robust fitting distribution planes for clustering.
Datasets
Crossplane Data
: A Matlab code for two dimensional crossplane (Xor) data generator used in TBSVM and NHSVM.
Real Estate Price Data
: A realife dataset with semi-quantitative information
Tools
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