image thumbnail

updated 9 days ago

tuneSVMnm(Data, Label, varargin) by Subash Padmanaban

SVM parameter tuning for multi-class classification using Nelder-Mead Simplex algorithm (svm, fminsearch, neldermead)

tuneSVMnm(Data, Label, varargin)

image thumbnail

updated 9 days ago

tuneSVM(Data, Label, varargin) by Subash Padmanaban

SVM Parameter tuning for multi-class classification (svm, parameter tuning, multiclass classifica...)

tuneSVM(Data, Label, varargin)

image thumbnail

updated 16 days ago

Pattern Recognition Toolbox by Peter

Peter (view profile)

Free pattern recognition toolbox for MATLAB (machine learning, pattern recognition, svm)

image thumbnail

updated 1 month ago

Feature selection with SVM-RFE by Ke Yan

Ke Yan (view profile)

Support vector machine recursive feature elimination (SVM-RFE), with correlation bias reduction (pattern recognition, feature selection, svm)

ftSel_SVMRFECBR(ft,label,param)

ftSel_SVMRFECBR_ori(ft,label,param)

defParam.m

image thumbnail

updated 3 months ago

SVM Grid Search by Dian Bahnev

Performing grid search for SVM, using the default Matlab toolbox. (svm, grid search, machine learning)

CountFunction

CountFunction

check_input_arguments( kernel_function, kernel_function_v...

image thumbnail

updated 3 months ago

Gridsearch for LibSVM library by Pavel Paunov

Gridsearch for the LibSVM support vector machine library. (svm, machine learning, gridsearch)

Gridsearch

MatrixToVector

VectorToMatrix

image thumbnail

updated 3 months ago

SVM Grid Search Apps by mizuki

mizuki (view profile)

SVM grid search Apps (machine learning, svm)

GridSearchApps_en

GridSearchApps_jp

GridSearch_gui_en.m

image thumbnail

updated 4 months ago

GUI environmental sound recognition by Selva

Selva (view profile)

audio classification using multi svm (audio processing, svm, spectral analysis)

Featurespectralcrest

Featurespectraldecrease

Featurespectralflatness

image thumbnail

updated 4 months ago

Plant Disease Classification by Manu BN

Manu BN (view profile)

A Matlab code to classify the type of disease using SVM (plant disease analysi..., classification, machine learning)

Classify.m

image thumbnail

updated 6 months ago

Multiclass SVM classifier by Tarek Lajnef

Tarek Lajnef (view profile)

  • 1 file
  • 123 downloads
  • 3.33333

Train and perform multiclasses SVM classifier (classification, signal processing, dendrogram)

Best_feature(mat,label,sigma)

Classify_DSVM(test_data,label,svmstruct,level)

FWSP_SVM(data,label,sigma,nb_cvfolds)

image thumbnail

updated 6 months ago

Multi Class Support Vector Machine by Anand Mishra

Anand Mishra (view profile)

  • 1 file
  • 119 downloads
  • 3.57143

This function removes out the limitation of MATLAB SVM function of two class and uses more classes. (svm, support vector machin..., multiclass)

multisvm( T,C,test )

image thumbnail

updated 6 months ago

SA_SVM by Yashar Maali

Binarry classifier based on "Self-advising support vectore machine (svm, binary classifier, classifier)

SA_SVM.m

image thumbnail

updated 7 months ago

FQuantToolBox V1.3[NoHistData] byLY_faruto by faruto

faruto (view profile)

FQuantToolBox: A Data and Backtesting Quant Tool Box based on MATLAB by faruto. (quant, stock, trade)

GetIndexList_Web.m

GetIndexTSDay_Web.m

GetStockList_Web.m

image thumbnail

updated 9 months ago

EasyPaint[by faruto v1.2] by faruto

faruto (view profile)

EasyPaint[by faruto v1.2] (gui, axes, paint)

EasyPaint.m

image thumbnail

updated 9 months ago

FuzzyClusterToolBox by faruto

faruto (view profile)

FuzzyClusterToolBox (fuzzy, fcm, cluster)

C_SelfAdapt_fcm_test

HC_fcm_test

fcm_test

image thumbnail

updated 9 months ago

SVM_GUI_3.1-mcode-by faruto by faruto

faruto (view profile)

SVM_GUI_3.1-mcode-by faruto (svm, gui, libsvm)

SVC.m

SVR.m

SVM_GUI(varargin)

image thumbnail

updated 11 months ago

Support Vector Regression by Ronnie Clark

A MATLAB implementation of Support Vector Regression (SVR). (regression, nonlinear, machine learning)

svr_trainer(xdata,ydata, c, epsilon, kernel, varargin)

image thumbnail

updated 1 year ago

Error Correcting Output Codes (ECOC) Classifier by Nima Hatami

Error Correcting Output Codes (ECOC) for multi-class classification. (machine learning, classification, computer vision)

ECOC_SVM

ECOC_fwd(net,Ptest,T2)

ECOC_train(net,P,T1)

image thumbnail

updated 1 year ago

Machine_learning_PRTools.zip by Jigar Gada

A systematic way of using the functions of PR Tools has been created. (machine learning, pattern classificatio..., pattern recognition)

SVM_local(str,Tr,Deg,C,crossVal,N_folds,N_times)

data_normalization(str,Tr,Test, Testf)

dimension_reduction(str,Tr, Test, Testf,k)

image thumbnail

updated 1 year ago

Three Phase SVPWM Inverter by Rashmil Dahanayake

Space vector modulation of 3 Phase inverter (svm, svpwm, inverter)

inverter_SVM4.mdl

image thumbnail

updated 1 year ago

Mathematical Model of Three Phase Induction Motor with Space Vector Modulation by rohit chandan

open loop operation of 3ph VSI fed IM using m-code (induction motor model..., space vector modulati..., inverter modeling)

IM_SVM.m

IM_SVPWM.mdl

image thumbnail

updated 1 year ago

3phase SVM by rohit chandan

three phase Space vector modulation using simulink (svm, space vector modulati..., svpwm)

SVM_ph3.m

SVMph3.mdl

image thumbnail

updated almost 2 years ago

Three phase SVPWM by rohit chandan

three phase Space vector modulation using m-file (svpwm, svm, three phase space vec...)

ph3_svmp.m

image thumbnail

updated almost 2 years ago

Support Vector Neural Network (SVNN) by Oswaldo Ludwig

Oswaldo Ludwig (view profile)

A new training method for MLP neural networks based on the same principles of SVM. (neural networks, machine learning, maximummargin princip...)

SVNN.m

sim_NN(W1,W2,b1,b2,X,t)

image thumbnail

updated 2 years ago

Content Based Image Retrieval by Chez

Chez (view profile)

Simple content based image retrieval for demonstration purposes. Either using knn or classification (image retrieval, content based image r..., classification)

L1(numOfReturnedImages, queryImageFeatureVector, dataset)

L2(numOfReturnedImages, queryImageFeatureVector, dataset,...

cbires(varargin)

image thumbnail

updated 2 years ago

Prepare svm datasets for multi svm by om choudhary

Prepare Training set, Test set and Train groups(labels) for multisvm (image processing, svm)

SVM_datasets(TrainingSet_location, No_Trainset, No_Testse...

image thumbnail

updated 2 years ago

Face Recognition Software by Omid Sakhi

Omid Sakhi (view profile)

Face recognition software using Hidden Markov Models (HMM) and SVD features for education and study. (face recognition soft..., face recognition code, svm)

facerec(filename,myDatabase,minmax)

gendata()

getcam()

image thumbnail

updated 2 years ago

Multi Class SVM by Cody

Cody (view profile)

Model and classify training/test data sets into more than 2 classes with SVM. (svm, multiclass svm, support vector machin...)

multisvm(TrainingSet,GroupTrain,TestSet)

image thumbnail

updated 3 years ago

3-phase Induction Motor Drive by Siva Malla

Siva Malla (view profile)

SVM based V/F control of Induction Motor Drive. (vf control, induction motor, 1 phase to 3 phase)

singele_phase_to_3phase_svpwm_IM.mdl

image thumbnail

updated 3 years ago

SVPWM based speed control of Induction Motor with 3-level Inverter using V/F method by Siva Malla

Siva Malla (view profile)

design SVPWM for 3 level inverter for speed control of Induction motor based on V/F method (induction motor, vf, multilevel)

svpwm_IM.mdl

image thumbnail

updated 3 years ago

SVPWM based speed control of PMSM with 3-level Inverter by Siva Malla

Siva Malla (view profile)

speed control of PMSM based on SVPWM (svpwm, svm, inverter)

svpwm.mdl

image thumbnail

updated 4 years ago

Heston Model Calibration and Simulation by Moeti Ncube

Moeti Ncube (view profile)

Calibrated the Heston Model to market Option prices (heston model, option pricing, calibration)

CF_SVj(xt,vt,tau,mu,a,uj,bj,rho,sig,phi)

HestonCall(St,K,r,T,vt,kap,th,sig,rho,lda)

costf2(x)

image thumbnail

updated 4 years ago

Pegasos - Primal Estimated sub-Gradient SOlver for SVM by nitin thokare

This is implementation of "Pegasos-Primal Estimated sub-Gradient SOlver for SVM" paper. (pegasos, primal estimated subg..., svm)

pegasos(X,Y,lamda,k,maxIter,Tolerance)

image thumbnail

updated 4 years ago

Space vector PWM for Six switch inverters by SUDHAKAR AKKI

SUDHAKAR AKKI (view profile)

Center alignment gives the less THD. so, i presented here three types of alignments. (space vector pulse wi..., pwm, svm)

allsv_pwm.mdl

image thumbnail

updated 4 years ago

SVM Demo by Richard Stapenhurst

An interactive demo of how an SVM works, with comparison to a perceptron (demo, optimization, optimisation)

LinearClassifier

svm_demo

image thumbnail

updated 4 years ago

Face Detection using Support Vector Machine (SVM) by Omid Sakhi

Omid Sakhi (view profile)

Face Detection using Gabor feature extraction and support vector machines (SVMs) (face detection, support vector machin..., svm)

gabor

im2vec

imscan

image thumbnail

updated 5 years ago

Multithreaded (Posix) SVM evaluation by Ricardo Santiago Mozos

Multithreaded SVM Evaluation. You may take advantage of the multicore hardware. (svm, multithreaded, mex)

image thumbnail

updated 5 years ago

Rosenblatt's Perceptron by Ibraheem Al-Dhamari

A very simple Neural Networks example. (neural network, perceptron, classification)

MyPerecptronExample

PerecptronTrn(x,y)

PerecptronTst(x,y,w,b)

image thumbnail

updated 6 years ago

Alaa Tharwat ToolBox by Alaa Tharwat

Alaa Tharwat (view profile)

This toolBox used in the image processing(feature extraction and classification) (toolbox, image processing, pca)

monqpCinfty.m

kernelset.m

cout.m

image thumbnail

updated almost 9 years ago

Fractal generator by Mahdi Heravi

this program generate sirpinski curve with matlab (fractals, sirpinski, fractal)

sir_pin()

image thumbnail

updated 9 years ago

Local Adaptive Thresholding by Guanglei Xiong

Guanglei Xiong (view profile)

Threshold with local statistics, such as mean or median. (filtering, threshold adaptive lo..., svm)

adaptivethreshold(IM,ws,C,tm)

testadaptivethreshold.m

Contact us