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数据挖掘经典算法

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数据挖掘常用的各种经典算法,包括确定性玻尔兹曼机、离散贝叶斯、LVQ、EM、模糊K均值、遗传算法、LMS、PCA、NLPCA等常用算法,还包含许多可供实验用的数据集,可以使使用者更快从代码入门,走入数据挖掘的世界。

文 件 列 表

mitmatlab
_S=A
_N=D
_M=A
_D=A
About.bmp
Ada_Boost.m
ADDC.m
AGHC.m
Backpropagation_Batch.m
Backpropagation_CGD.m
Backpropagation_Quickprop.m
Backpropagation_Recurrent.m
Backpropagation_SM.m
Backpropagation_Stochastic.m
Balanced_Winnow.m
Bayesian_Model_Comparison.m
Bhattacharyya.m
BIMSEC.m
C4_5.m
calculate_error.m
calculate_region.m
CART.m
CARTfunctions.m
Cascade_Correlation.m
Chernoff.m
chess.mat
Classification.txt
classification_error.m
classifier.m
classifier.mat
classifier_commands.m
click_points.m
clouds.mat
Competitive_learning.m
Components_without_DF.m
Components_with_DF.m
contents.m
decision_region.m
Deterministic_annealing.m
Deterministic_Boltzmann.m
Deterministic_SA.m
Discrete_Bayes.m
Discriminability.m
DSLVQ.m
EM.m
enter_distributions.m
enter_distributions.mat
enter_distributions_commands.m
feature_selection.m
feature_selection.mat
Feature_selection.txt
feature_selection_commands.m
FindParameters.m
FindParameters.mat
FindParametersFunctions.m
find_classes.m
FishersLinearDiscriminant.m
fuzzy_k_means.m
GaussianParameters.m
GaussianParameters.mat
generate_data_set.m
Genetic_Algorithm.m
Genetic_Culling.m
Genetic_Programming.m
Gibbs.m
HDR.m
high_histogram.m
Ho_Kashyap.m
ICA.m
ID3.asv
ID3.m
index(1).htm
index.htm
Infomat.m
Interactive_Learning.m
Kohonen_SOFM.m
Koller.m
k_means.m
Leader_Follower.m
LMS.m
load_file.m
Local_Polynomial.m
LocBoost.m
LocBoostFunctions.m
loglikelihood.m
LS.m
LVQ1.m
LVQ3.m
make_a_draw.m
Marginalization.m
MDS.m
Minimum_Cost.m
min_spanning_tree.m
ML.m
ML_diag.m
ML_II.m
multialgorithms.m
multialgorithms.mat
multialgorithms_commands.m
Multivariate_Splines.m
NDDF.m
NearestNeighborEditing.m
Nearest_Neighbor.m
NLPCA.m
None.m
Optimal_Brain_Surgeon.m
Parzen.m
PCA.m
Perceptron.m
Perceptron_Batch.m
Perceptron_BVI.m
Perceptron_FM.m
Perceptron_VIM.m
plot_process.m
plot_scatter.m
PNN.m
Pocket.m
predict_performance.m
Preprocessing.txt
process_params(1).m
process_params.m
Projection_Pursuit.m
RBF_Network.m
RCE.m
RDA.m
read_algorithms.m
Relaxation_BM.m
Relaxation_SSM.m
seperable.mat
SOHC.m
spiral.mat
start_classify.m
Stochastic_SA.m
Store_Grabbag.m
Stumps.m
SVM.m
voronoi_regions.m
Voted_Perceptron.m
XOR.mat
www.pudn.com.txt

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