A tool for classification, including support vector machines, neural networks, p...


  AI-NN-PR     Matlab   

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Download Source Codes:   Classification_toolb (667.50 kB)  

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A tool for classification, including support vector machines, neural networks, principal component analysis, multivariate methods such as spline matlab source code, as well as user manuals.

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Project Files

NameSizeDate


 About.bmp930.45 kB05-20-02 08:36


 Ada_Boost.m1.98 kB03-30-03 20:59


 ADDC.m2.75 kB03-09-03 22:07


 AGHC.m4.34 kB03-23-03 21:41


 Backpropagation_Batch.m3.32 kB02-22-03 20:27


 Backpropagation_CGD.m5.18 kB02-22-03 20:27


 Backpropagation_Quickprop.m6.34 kB02-22-03 20:26


 Backpropagation_Recurrent.m4.91 kB02-22-03 20:42


 Backpropagation_SM.m3.26 kB02-22-03 20:46


 Backpropagation_Stochastic.m3.04 kB02-22-03 20:50


 Balanced_Winnow.m1.39 kB03-05-03 19:07


 Bayesian_Model_Comparison.m3.26 kB04-02-03 20:27


 Bhattacharyya.m588.00 B12-27-01 09:56


 BIMSEC.m3.17 kB03-09-03 22:07


 C4_5.m5.46 kB03-09-03 14:58


 calculate_error.m905.00 B02-22-03 21:13


 calculate_region.m756.00 B02-18-03 17:57


 CART.m3.63 kB02-22-03 21:35


 CARTfunctions.m846.00 B02-22-03 21:36


 Cascade_Correlation.m5.40 kB02-22-03 21:45


 Chernoff.m902.00 B12-27-01 10:15


 Classification.txt2.62 kB03-12-03 20:53


 classification_error.m1.95 kB02-22-03 21:48


 classifier.m18.38 kB03-09-03 22:02


 classifier.mat4.41 kB03-04-03 20:47


 classifier_commands.m25.05 kB03-09-03 22:04


 classify_paramteric.m2.43 kB03-09-03 15:11


 click_points.m3.41 kB03-04-03 21:40


 Competitive_learning.m2.69 kB03-09-03 22:09


 Components_without_DF.m3.04 kB02-22-03 22:25


 Components_with_DF.m2.51 kB02-22-03 22:07


 contents.m9.34 kB03-09-03 15:14


 03.00 B


 chess.mat2.71 kB03-06-03 22:07


 clouds.mat84.47 kB03-06-03 22:07


 DHSchapter10.mat768.00 B03-12-03 22:54


 DHSchapter2.mat1,008.00 B03-12-03 17:28


 DHSchapter3.mat1,008.00 B03-12-03 17:43


 DHSchapter4.mat1,008.00 B03-12-03 17:49


 DHSchapter5.mat936.00 B03-12-03 17:54


 DHSchapter6.mat1,008.00 B03-12-03 18:06


 DHSchapter7.mat768.00 B03-12-03 21:13


 DHSchapter8.mat384.00 B03-12-03 22:40


 DHSchapter9.mat1.23 kB03-12-03 22:47


 DHS_cover.mat1.40 kB03-04-03 22:24


 four_spiral.mat16.85 kB03-04-03 22:10


 spiral.mat33.45 kB03-04-03 22:11


 XOR.mat34.60 kB03-06-03 22:08


 Deterministic_annealing.m2.81 kB03-09-03 22:10


 Deterministic_Boltzmann.m4.29 kB02-22-03 22:49


 Deterministic_SA.m2.41 kB03-09-03 22:10


 Discrete_Bayes.m1.93 kB03-09-03 15:01


 Discriminability.m492.00 B01-10-02 12:34


 DSLVQ.m2.73 kB03-09-03 22:11


 EM.m5.21 kB03-09-03 15:15


 enter_distributions.m7.47 kB02-26-03 20:37


 enter_distributions.mat2.09 kB02-26-03 20:02


 enter_distributions_commands.m7.66 kB03-02-03 21:49


 feature_selection.m3.97 kB01-09-03 23:29


 feature_selection.mat1.68 kB12-25-01 23:33


 Feature_selection.txt323.00 B02-23-03 21:01


 feature_selection_commands.m1.79 kB12-25-01 23:35


 FindParameters.m18.69 kB02-22-03 23:26


 FindParameters.mat2.90 kB03-10-02 16:50


 FindParametersFunctions.m5.96 kB03-09-03 15:02


 FishersLinearDiscriminant.m848.00 B03-09-03 15:16


 fuzzy_k_means.m1.61 kB03-09-03 22:11


 GaussianParameters.m7.17 kB02-18-03 17:54


 GaussianParameters.mat1.85 kB01-10-02 12:38


 generate_data_set.m1.96 kB03-19-03 23:06


 Genetic_Algorithm.m2.99 kB02-22-03 23:41


 Genetic_Culling.m3.47 kB02-22-03 23:50


 Genetic_Programming.m8.38 kB03-29-03 23:24


 Gibbs.m3.03 kB03-09-03 15:16


 HDR.m1.18 kB02-23-03 00:12


 high_histogram.m2.23 kB02-23-03 00:31


 Ho_Kashyap.m1.80 kB02-23-03 00:19


 ICA.m1.76 kB03-22-03 21:02


 ID3.m4.14 kB02-23-03 19:40


 Infomat.m2.08 kB02-23-03 20:00


 Interactive_Learning.m2.84 kB02-23-03 20:09


 Kohonen_SOFM.m2.64 kB03-09-03 22:12


 Koller.m1.32 kB03-09-03 15:18


 k_means.m1.78 kB03-23-03 20:59


 Leader_Follower.m2.52 kB03-09-03 22:12


 LMS.m1.62 kB03-05-03 20:27


 load_file.m3.12 kB03-12-03 21:04


 Local_Polynomial.m1.72 kB03-05-03 20:24


 LocBoost.m7.51 kB04-02-03 21:10


 LocBoostFunctions.m2.62 kB04-02-03 21:01


 loglikelihood.m422.00 B03-05-03 20:23


 LS.m1.10 kB02-21-03 00:59


 LVQ1.m2.13 kB03-09-03 22:13


 LVQ3.m2.38 kB03-09-03 22:13


 make_a_draw.m294.00 B02-13-01 22:34


 Marginalization.m1.86 kB03-12-03 20:56


 MDS.m2.45 kB02-23-03 21:01


 Minimum_Cost.m1.11 kB02-23-03 21:49


 min_spanning_tree.m3.71 kB03-09-03 15:20


 ML.m889.00 B03-09-03 15:20


 ML_diag.m958.00 B03-09-03 15:20


 ML_II.m2.48 kB03-09-03 15:09


 multialgorithms.m6.42 kB03-21-03 14:26


 multialgorithms.mat4.70 kB05-19-02 22:22


 multialgorithms_commands.m10.83 kB03-21-03 14:28


 MultipleDiscriminantAnalysis.m1.08 kB03-04-03 21:52


 Multivariate_Splines.m2.61 kB02-25-03 18:52


 NDDF.m1.32 kB02-25-03 19:05


 NearestNeighborEditing.m1.56 kB03-30-03 22:05


 Nearest_Neighbor.m873.00 B02-22-03 23:16


 NLCA.m3.34 kB02-25-03 19:07


 None.m392.00 B02-22-03 22:31


 Optimal_Brain_Surgeon.m3.43 kB02-25-03 19:20


 02.00 B


 Bayesian_Belief_Networks.m4.64 kB02-20-02 09:16


 Bayesian_parameter_est.m1.57 kB03-09-03 15:23


 Bayes_belief_net.mat1.52 kB02-19-02 21:06


 Bottom_Up_Parsing.m1.96 kB02-14-02 15:38


 Boyer_Moore_String_Matching.m989.00 B02-11-02 12:06


 contents.m1.44 kB03-04-03 22:22


 demo_fun.m42.00 B02-17-03 15:49


 Edit_Distance.m557.00 B02-11-02 12:33


 gradient_descent.m800.00 B01-08-02 12:39


 Grammatical_Inference.m4.16 kB02-14-02 23:00


 high_histogram.m2.23 kB02-10-02 13:26


 HMM_Backward.m1,008.00 B12-30-01 12:34


 HMM_Boltzmann.m4.14 kB04-05-02 11:18


 HMM_Decoding.m881.00 B12-30-01 10:45


 HMM_Evaluation.m1.07 kB01-20-02 12:54


 HMM_Forward.m1,022.00 B12-30-01 12:23


 HMM_Forward_Backward.m1.75 kB04-05-02 11:18


 HMM_generate.m907.00 B04-05-02 11:18


 mean_bootstrap.m747.00 B02-18-02 12:53


 mean_jackknife.m527.00 B01-13-02 20:20


 Naive_String_Matching.m451.00 B02-11-02 12:06


 Newton_descent.m1.35 kB02-18-02 11:37


 ROCC.m876.00 B03-04-03 21:53


 sample_hmm.mat528.00 B02-14-02 11:17


 Stochastic_Regression.m1.12 kB03-04-03 21:53


 sufficient_statistics.m1,023.00 B02-18-02 09:49


 synthetic.mat856.00 B02-16-03 17:27


 Parzen.m1.02 kB02-25-03 19:36


 PCA.m894.00 B02-25-03 19:38


 Perceptron.m1.62 kB02-25-03 20:34


 Perceptron_Batch.m1.46 kB02-25-03 20:35


 Perceptron_BVI.m1.30 kB02-25-03 20:36


 Perceptron_FM.m1.50 kB02-25-03 20:41


 Perceptron_VIM.m1.24 kB02-25-03 20:43


 plot_process.m1.53 kB03-23-03 20:54


 plot_scatter.m881.00 B02-25-03 20:44


 PNN.m1.48 kB02-25-03 20:48


 Pocket.m2.53 kB02-25-03 20:54


 predict_performance.m1.63 kB03-04-03 20:42


 Preprocessing.txt873.00 B03-12-03 20:59


 process_params.m2.92 kB12-17-02 19:54


 Projection_Pursuit.m1.80 kB02-25-03 21:17


 RBF_Network.m1.47 kB03-09-03 15:21


 RCE.m1.51 kB02-25-03 21:48


 RDA.m1.33 kB03-09-03 15:21


 read_algorithms.m1.17 kB01-10-02 17:42


 Relaxation_BM.m1.48 kB02-25-03 21:53


 Relaxation_SSM.m1.44 kB03-04-03 21:51


 Scaling_transform.m672.00 B03-09-03 15:22


 SOHC.m2.17 kB03-23-03 21:18


 start_classify.m8.51 kB03-30-03 22:00


 Stochastic_SA.m3.23 kB03-09-03 22:15


 Store_Grabbag.m2.23 kB02-25-03 22:04


 Stumps.m1.69 kB02-21-03 01:01


 SVM.m5.52 kB02-25-03 22:15


 synthetic.mat1.07 kB03-22-03 20:52


 User333.17 kB03-13-03 22:36


 voronoi_regions.m723.00 B02-18-03 18:05


 Voted_Perceptron.m4.32 kB02-25-03 22:23


 Whitening_transform.m677.00 B03-09-03 15:22



...

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