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updated 1 month ago

Binary Genetic Algorithm Feature by Oluleye Babatunde

Genetic Algorithm for Feature Selection (genetic algorithm, feature selection, zernike moments)


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updated 1 month ago

Cobra toolbox for feature selection by Tofigh

Cobra toolbox contains feature selection algorithms based on mutual information. (feature selection, machine learning, statistics)




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updated 3 months ago

stefano-galelli/MATLAB_IterativeInputSelection by Stefano Galelli

MatLab implementation of the Iterative Input Selection (IIS) algorithm. (machine learning, feature selection, input selection)

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updated 6 months ago

Information Theoretic Feature Selection by Xuan Vinh Nguyen

Implementation for state-of-the-art mutual information based feature selection methods (mutual information, feature selection, mrmr)




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updated almost 2 years ago

Improved Distance Evaluation (IDE) by Behrad Bagheri

This method could be implemented for feature selection in classification problems. (feature selection, signal processing, classification)

[scores indices selected duration]=IDE2(data,classes,thre...

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updated almost 2 years ago

Geometric Gaussian-Kernel Bolstered Error Estimation for Linear Classification by Arsen Arakelyan

This is fast implementation of bolstered error estimation algorithm for linear SVM classification. (linear classification, feature selection, bolstered error estim...)




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updated 2 years ago

colAUC by Jaroslaw Tuszynski

Calculates Area under ROC curve (AUC) for a vector or for each column of a matrix. (roc, auc, statistics)

Tutorial for colAUC Function and Package



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updated 2 years ago

Feature selector based on genetic algorithms and information theory. by Oswaldo Ludwig

The algorithm performs the combinatorial optimization by using Genetic Algorithms. (feature selection, genetic algorithms, artificial intelligen...)




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updated 3 years ago

Feature Analysis by Iftekhar Tanveer

This program analyzes an arff file (weka) (pca, lda, feature selection)



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updated 3 years ago

Differential Evolution Based Channel and Feature Selection by Dr. Rami Khushaba (differential evolutio..., feature selection)



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updated 3 years ago

Feature selection using fuzzy entropy measures and similarity by Pasi Luukka

Removes a feature from data file which it considers havining least amount of relevant information. (data exploration, measurement, biotech)

[data_mod, index_rem]=feat_sel_sim(data, measure, p)

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updated 3 years ago

Fitting with MATLAB: Statistics, Optimization, and Curve Fitting by Richard Willey

Demo code and data for the "Fitting with MATLAB" webinar (poisson regression, logistic regression, orthogonal regression)

evalTumorWeight(t , p)

objFcn(p , tObs, drug)


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updated almost 4 years ago

Information loss of the Mahalanobis distance in high dimensions: Matlab implementation by Dimitrios Ververidis

Information loss estimation to set a lower limit on classification rate. (pattern recognition, gaussian methods, feature selection)

CalcInfoLoss(D, N, Crossval_OR_Resub)

Chi2CdfCustom(x, d)


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updated almost 4 years ago

Neuro-fuzzy classifier by Bayram

there are three classifiers and one feature selection method based on neuro-fuzy. (optimization, modeling, system identification)

custmf1(input, params)



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updated almost 5 years ago

Feature Selection Based on Interaction Information by Stefan Schroedl

Self-contained package for feature selection based on mutual information/interaction information. (statistics, probability, feature selection)




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updated 5 years ago

Mass Spectrometry Bayesian Network Analysis Tool by Karl Kuschner

Finds diagnostic features in the spectra of biologic samples by using a Bayesian Network approach (mass spectrometry, bayesian network, feature selection)

[IntOut IDOut PredClass Class2Vars Var2Vars MetaVars Tria...

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updated 7 years ago

minimum-redundancy maximum-relevance feature selection by Hanchuan Peng

The source codes of minimum redundancy feature selection (statistics, probability, minimumredundancy)

mrmr_mid_d(d, f, K)

mrmr_miq_d(d, f, K)

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updated 7 years ago

mRMR Feature Selection (using mutual information computation) by Hanchuan Peng

This is a cross-platform version of mimimum-redundancy maximum-relevancy feature selection (biotech, pharmaceutical, feature selection)




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