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  • DSM6698 Rcode.rar
       R code for data mining for business

    本附件包括：
    • selection_and_regularization.R
    • Boston_gbm.R
    • Boston_neural.R
    • Boston_rf.R
    • Boston_rf_loop.R
    • Boston_stacking.R
    • Boston_svr.R
    • Boston_tree.R
    • mnist_cnn.R
    • Smarket_Bayes.R
    • Smarket_gbm.R
    • Smarket_logistic(1).R
    • Smarket_neural.R
    • Smarket_rf.R
    • Smarket_svm.R
    • Smarket_svm_parameters.R
    • Smarket_tree.R
    • 27-ensemble.Rmd
  • 18.24 KB
  • 2022-6-18

  • ML_R_tidyverse_mlr_code.zip
       代码

    本附件包括：
    • CH01_INTRO.R
    • CH02_TIDYVERSE.R
    • CH03_INTRO_TO_MLR_AND_KNN.R
    • CH04_LOGISTIC_REGRESSION.R
    • CH05_DISCRIMINANT_ANALYSIS.R
    • CH06_NAIIVE_BAYES_AND_SVMS.R
    • CH07_DECISION_TREES.R
    • CH08_BAGGING_AND_BOOSTING.R
    • CH09_LINEAR_REGRESSION.R
    • CH10_GAMS.R
    • CH11_REGULARIZATION.R
    • CH12_K-NN_AND_TREES_FOR_REGRESSION.R
    • CH13_PCA.R
    • CH14_T-SNE_AND_UMAP.R
    • CH15_SOM_AND_LLE.R
    • CH16_K_MEANS.R
    • CH17_HIERARCHICAL_CLUST.R
    • CH18_DBSCAN_AND_OPTICS.R
    • CH19_MCLUST.R
  • 30.79 KB
  • 2020-7-15

  • MATLABCODES.zip

    本附件包括：
    • regularization.m
    • mem.m
    • art.m
    • avq.m
    • backpropagation.m
    • bam.m
    • bayesboundary.m
    • boltzmann.m
    • bsb.m
    • fuzzy.m
    • hopfield.m
    • linearnonsepsvm.m
    • linearsvm.m
    • alphalms.m
    • mexicanhat.m
    • mulms.m
    • nonlinearsvm.m
    • ojaalgorithm.m
    • perceptron.m
    • posteriorprobs.m
    • randomize.m
    • rbfnapproximation.m
    • rbfninterpolation.m
    • samplegaussian.m
    • sofm.m
    • steepestdescent.m
  • 24.84 KB
  • 2018-7-21

  • Optimization Techniques in Computer Vision (pdf).zip

    本附件包括：
    • Optimization Techniques in Computer Vision_Ill-Posed Problems and Regularization.pdf
  • 5.48 MB
  • 2016-12-9

  • Optimization Techniques in Computer Vision (epub).zip

    本附件包括：
    • Optimization Techniques in Computer Vision_Ill-Posed Problems and Regularization.epub
  • 4.42 MB
  • 2016-12-9

  • Optimization Techniques in Computer Vision (pdf epub).zip

    本附件包括：
    • Optimization Techniques in Computer Vision_Ill-Posed Problems and Regularization.pdf
    • Optimization Techniques in Computer Vision_Ill-Posed Problems and Regularization.epub
  • 9.9 MB
  • 2016-12-9

  • Sciencedirect_articles_22Jan2016_17-23-39.786.zip
        Parameter Estimation and Inverse Problems (Second Edition)

    本附件包括：
    • Chapter-Three-Rank-Deficiency-and-Ill-Conditioning_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Four-Tikhonov-Regularization_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Appendix-A-Review-of-Linear-Algebra_2011_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Twelve-Epilogue_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Copyright_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Index_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-One-Introduction_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Six-Iterative-Methods_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Eleven-Bayesian-Methods_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Ten-Nonlinear-Inverse-Problems_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Front-Matter_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Appendix-C-Review-of-Vector-Calculus_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Five-Discretizing-Problems-Using-Basis-Functions_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Appendix-D-Glossary-of-Notation_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Preface_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Nine-Nonlinear-Regression_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Bibliography_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Appendix-B-Review-of-Probability-and-Statistics_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Two-Linear-Regression_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Seven-Additional-Regularization-Techniques_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
    • Chapter-Eight-Fourier-Techniques_2013_Parameter-Estimation-and-Inverse-Problems-Second-Edition-.pdf
  • 5.88 MB
  • 2016-1-23
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