jaloveapple / Classification_toolbox

matlab分类工具箱源码,在matlab下运行可以对数据进行多种分类,并有说明文档,可以根据文档进行操作,实现分类。-classification Matlab toolbox source, Matlab can run on a variety of data classification, and documentation, according to documentation for ...

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

机器学习分类算法工具箱(含GUI)

title

title

分类算法列表

  • Balanced_Winnow Balanced Winnow algorithm
  • Bayesian_Model_Comparison Build a Gaussian model using Bayesian model comparison
  • EM Expectation maximization algorithm
  • Gibbs Gibbs algorithm 26
  • LMS Least-means square algorithm
  • LS Least squares algorithm
  • Marginalization Classify with missing features
  • ML Maximum likelihood algorithm
  • ML_diag Maximum likelihood with diagonal covariance matrices
  • ML_II Maximum likelihood model comparison
  • NDDF Normal density discriminant function classifier
  • p_single Used by EM algorithm
  • Perceptron Single perceptron algorithm
  • Perceptron_Batch Batch perceptron
  • Perceptron_BVI Batch variable-increment perceptron -Perceptron_FM Perceptron which improves on the example farthest from the margin -Perceptron_VIM Variable-increment perceptron with margin
  • Pocket Pocket algorithm
  • RDA Regularized descriminant analysis
  • Relaxation_BM Batch relaxation with margin
  • Relaxation_SSM Single-step relaxation with margin Stumps A line in one of the dimensions that minimizes the error
  • Ada_Boost Ada boost algorithm.
  • Backpropagation_Batch
  • Neural networktrained with a batch backpropagation algorithm
  • Backpropagation_CGD
  • Neural networktrained with a conjugate gradient descent algorithm
  • Backpropagation_Quickprop
  • Neural networktrained with a batch quickprop backpropagation algorithm
  • Backpropagation_Recurrent A recurrent neural network
  • Backpropagation_SM
  • Neural networktrained with a stochastic backpropagation with momentum algorithm
  • Backpropagation_Stochastic
  • Neural networktrained with a stochastic backpropagation algorithm
  • C4_5 The C4.5 algorithm
  • Cascade_Correlation A cascade-correlation neural network
  • CART Classification and regression trees
  • Components_with_DF Component classifiers with descriminant functions
  • Components_without_DF Component classifiers without descriminant functions 27
  • Deterministic_Boltzmann Deterministic Boltzmann learning
  • Discrete_Bayes Bayes classifier for discrete features
  • Genetic_algorithm Basic genetic algorithm
  • Genetic_Programming Genetic programming algorithm
  • ID3 Quinlan’s ID3 algorithm
  • Local_Polynomial Local polynomial fitting
  • LocBoost Local boosting
  • LocBoostFunctions Used by LocBoost loglikelihood Used by local_polynomial
  • Marginalization Marginal distribution
  • Minimum_Cost Minimum cost classification
  • Multivariate_Splines Multivariate adaptive regression splines
  • Nearest_Neighbor Nearest neighbor algorithm
  • NearestNeighborEditing Nearest Neighbor Editing algorithm
  • Optimal_Brain_Surgeon Prune a NN using the optimal brain surgeon algorithm
  • Parzen Parzen windows algorithm
  • PNN Probabilistic neural network
  • Projection_Pursuit Projection pursuit regression for classification
  • RBF_Network Radial basis function network
  • RCE Reduced coulomb energy algorithm
  • Store_Grabbag An improvement on the nearest neighbor algorithm
  • SVM Support-vector machine algorithm
  • Voted_Perceptron Voted perceptron algorithm

About

matlab分类工具箱源码,在matlab下运行可以对数据进行多种分类,并有说明文档,可以根据文档进行操作,实现分类。-classification Matlab toolbox source, Matlab can run on a variety of data classification, and documentation, according to documentation for ...


Languages

Language:MATLAB 100.0%