迁移学习进行图片分类 htl4ic

代码说明：

  使用新兴的机器学习方法：迁移学习进行图片分类，分类效果明显提高。(Use the emerging machine learning methods: migration study carried pictures segments, segment results improved significantly.)

文件列表：

htl4ic
......\combineAU.m,190,2011-09-28
......\data
......\....\10
......\....\..\A.mat,42741,2011-09-28
......\....\..\Alab.mat,183,2011-09-28
......\....\..\B1.mat,120469,2011-09-28
......\....\..\B2.txt,739166,2011-09-28
......\....\..\C.txt,709227,2011-09-28
......\....\..\mytags.txt,4210,2011-09-28
......\....\10.txt,45,2011-09-28
......\dosvm.m,881,2011-09-28
......\loaddata.m,129,2011-09-28
......\README.txt,588,2014-02-22
......\runTask.m,1277,2011-09-28
......\tools
......\.....\cmf
......\.....\...\eval
......\.....\...\....\evaluate_error.m,948,2011-09-28
......\.....\...\....\extract_common.m,698,2011-09-28
......\.....\...\....\extract_rare.m,608,2011-09-28
......\.....\...\....\mae.m,414,2011-09-28
......\.....\...\....\rmse.m,209,2011-09-28
......\.....\...\....\split_matrix.m,1040,2011-09-28
......\.....\...\gen_data.m,466,2011-09-28
......\.....\...\glm.m,7463,2011-09-28
......\.....\...\glmparams.m,7934,2011-09-28
......\.....\...\glm_utils
......\.....\...\.........\check_covariance.m,1116,2011-09-28
......\.....\...\.........\create_scaling_matrix.m,655,2011-09-28
......\.....\...\.........\estimate_stochastic_hessian.m,715,2011-09-28
......\.....\...\.........\initial_steplength.m,472,2011-09-28
......\.....\...\.........\mean_normchange.m,153,2011-09-28
......\.....\...\.........\replace_zero_deriv.m,724,2011-09-28
......\.....\...\.........\safe_cond.m,315,2011-09-28
......\.....\...\.........\sample_factor.m,538,2011-09-28
......\.....\...\.........\sample_factor_weighted.m,712,2011-09-28
......\.....\...\.........\step_report.asv,1378,2011-09-28
......\.....\...\.........\step_report.m,1377,2011-09-28
......\.....\...\.........\verify_weights.m,946,2011-09-28
......\.....\...\init.m,1433,2011-09-28
......\.....\...\links
......\.....\...\.....\binomial.m,435,2011-09-28
......\.....\...\.....\binomial_loss.m,1166,2011-09-28
......\.....\...\.....\gaussian.m,475,2011-09-28
......\.....\...\.....\gaussian_mex.c,1722,2011-09-28
......\.....\...\.....\gaussian_mex.mexw32,8192,2011-09-28
......\.....\...\.....\gaussian_old.m,467,2011-09-28
......\.....\...\.....\logloss.m,594,2011-09-28
......\.....\...\.....\loss_rescaling.m,1049,2011-09-28
......\.....\...\.....\mk_prediction_link.m,1614,2011-09-28
......\.....\...\.....\poisson.m,2843,2011-09-28
......\.....\...\.....\sgl_loss.m,120,2011-09-28
......\.....\...\.....\sigmoid.m,44,2011-09-28
......\.....\...\matlab_utils
......\.....\...\............\._normalize_cols.m,82,2011-09-28
......\.....\...\............\bin_sear.m,1689,2011-09-28
......\.....\...\............\bool2str.m,373,2011-09-28
......\.....\...\............\check_dims.m,161,2011-09-28
......\.....\...\............\check_length.m,291,2011-09-28
......\.....\...\............\check_nonnegative.m,189,2011-09-28
......\.....\...\............\check_samedims.m,284,2011-09-28
......\.....\...\............\check_samelength.m,242,2011-09-28
......\.....\...\............\check_type.m,187,2011-09-28
......\.....\...\............\cols.m,121,2011-09-28
......\.....\...\............\confidence_plot_test.m,547,2011-09-28
......\.....\...\............\confmat.m,843,2011-09-28
......\.....\...\............\density.m,256,2011-09-28
......\.....\...\............\exportfig.m,14995,2011-09-28
......\.....\...\............\finddiag.m,411,2011-09-28
......\.....\...\............\gen_sqrtm.m,262,2011-09-28
......\.....\...\............\has_empty_cols.m,241,2011-09-28
......\.....\...\............\has_empty_rows.m,230,2011-09-28
......\.....\...\............\identity.m,34,2011-09-28
......\.....\...\............\init_random_seed.m,124,2011-09-28
......\.....\...\............\isbetween.m,508,2011-09-28
......\.....\...\............\ismember_sorted.m,833,2011-09-28
......\.....\...\............\ispsd.m,502,2011-09-28
......\.....\...\............\keep3.m,1121,2011-09-28
......\.....\...\............\load_sparse_matrix.m,424,2011-09-28
......\.....\...\............\LogIf.m,546,2011-09-28
......\.....\...\............\logit.m,43,2011-09-28
......\.....\...\............\logit_deriv.m,49,2011-09-28
......\.....\...\............\log_sparse_matrix.m,118,2011-09-28
......\.....\...\............\myassert.m,618,2011-09-28
......\.....\...\............\normalize_cols.m,216,2011-09-28
......\.....\...\............\normalize_rows.m,156,2011-09-28
......\.....\...\............\normalize_vec.m,160,2011-09-28
......\.....\...\............\order.m,1664,2011-09-28
......\.....\...\............\process_options.m,4394,2011-09-28
......\.....\...\............\random_split.m,315,2011-09-28
......\.....\...\............\README.txt,116,2011-09-28
......\.....\...\............\rows.m,120,2011-09-28
......\.....\...\............\safe_normalize_cols.m,246,2011-09-28
......\.....\...\............\safe_normalize_rows.m,247,2011-09-28
......\.....\...\............\safe_save.m,1142,2011-09-28
......\.....\...\............\sample.m,72,2011-09-28
......\.....\...\............\saveCellArray.m,223,2011-09-28
......\.....\...\............\scale_cols.m,272,2011-09-28
......\.....\...\............\scale_rows.m,265,2011-09-28