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文档列表

Code/Chapter9/data/covtypeNorm.csv 103.3 MB
Code/Chapter3/expt/elki/outlier/Cluster/01/cluster.txt 24.6 MB
Code/Chapter3/expt/elki/Outlier-EM/01/cluster.txt 24.6 MB
Kamath U., Choppella K. - Mastering Java Machine Learning - 2017.azw3 24.0 MB
Kamath U., Choppella K. - Mastering Java Machine Learning - 2017.pdf 23.7 MB
Code/Chapter3/expt/elki/Outlier-EM/02/em-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/Outlier-EM/03/em-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/AngleBased/01/abod-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/svm-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/svm-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/Cluster/01/em-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/Outlier-EM/01/em-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/knn-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/lic-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/04/db-outlier_order.txt 22.7 MB
Code/Chapter3/expt/elki/outlier/LOF/01/lof-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/LOF/COF/cof-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/aloci-mdef-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/05/db-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/03/db-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/02/db-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/01/db-outlier_order.txt 22.6 MB
Code/Chapter3/expt/elki/outlier/AngleBased/01/1.txt 22.5 MB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/1.txt 22.5 MB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/04/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/LOF/01/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/LOF/COF/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/1.txt 22.4 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/05/1.txt 22.3 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/03/1.txt 22.3 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/02/1.txt 22.3 MB
Code/Chapter3/expt/elki/outlier/DistanceBased/01/1.txt 22.3 MB
Code/Chapter3/expt/elki/out/DBSCAN/eps100-minpts10/noise.txt 20.4 MB
Code/Chapter3/expt/elki/out/DBSCAN/eps1-minpts5/noise.txt 20.4 MB
Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/noise.txt 20.4 MB
Code/Chapter3/expt/elki/out/DBSCAN/eps5-minpts5/noise.txt 20.4 MB
Code/Chapter3/expt/elki/out-all/DBSCAN/01/noise.txt 20.4 MB
Code/Chapter3/expt/elki/out-all/Hierarchical/SLINK/01/c_2208.406665.txt 20.4 MB
Code/Chapter3/expt/elki/out-PCA-2/Subspace/03/noise.txt 15.5 MB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/01/c_129.876721.txt 15.5 MB
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-1.0-5/01/noise.txt 15.4 MB
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-2.0-10/01/noise.txt 15.4 MB
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-0.5-5/01/noise.txt 15.4 MB
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-2.0-5/01/noise.txt 15.4 MB
Code/Chapter3/expt/elki/out-PCA/Hierarchical/03/c_129.876721.txt 15.4 MB
Code/Chapter3/data/MNIST-PCA-Sampled-95%Variance.arff 15.4 MB
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-5.0-5/01/noise.txt 14.4 MB
Code/Chapter3/expt/elki/out/Hierarchical/01/c_1781038530.658306.txt 13.8 MB
Code/Chapter3/expt/elki/out-all/Hierarchical/Anderbergh/01/c_1781038530.658306.txt 13.8 MB
Code/Chapter3/expt/elki/out-PCA/DBSCAN/01/noise.txt 13.7 MB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/02/c_195402.272747.txt 13.5 MB
Code/Chapter3/data/MNIST-Class 1 and Undersampled7.arff 11.7 MB
Code/Chapter3/data/MNIST-6000-Sample.arff 11.0 MB
Code/Chapter8/data/Reuters21578-Apte-10Cat.arff.csv 8.9 MB
Code/Chapter3/expt/elki/out-PCA/Subspace/01/sysout.txt 6.7 MB
Code/Chapter3/expt/elki/out/Hierarchical/01/c_725264857.110008.txt 6.6 MB
Code/Chapter3/expt/elki/out-all/Hierarchical/Anderbergh/01/c_725264857.110008.txt 6.6 MB
Code/Chapter5/data/elecNormNew.arff 3.1 MB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/02/c_79773.134667.txt 2.0 MB
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-5.0-5/01/cluster.txt 1.0 MB
Code/Chapter3/expt/elki/out-PCA-2/Spectral/01/noise.txt 571.3 kB
Code/Chapter3/expt/elki/out-PCA/Spectral/01/noise.txt 571.3 kB
Code/Chapter3/expt/elki/outlier/AngleBased/01/7.txt 255.4 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/7.txt 255.4 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/7.txt 255.3 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/7.txt 255.1 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/7.txt 255.1 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/04/7.txt 255.0 kB
Code/Chapter3/expt/elki/outlier/LOF/01/7.txt 254.5 kB
Code/Chapter3/expt/elki/outlier/LOF/COF/7.txt 254.5 kB
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/7.txt 254.5 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/03/7.txt 253.9 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/02/7.txt 253.9 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/05/7.txt 253.9 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/01/7.txt 253.8 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-33-19.png 171.4 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-19-34.png 166.4 kB
Code/Chapter6/expt/gmm_paramsv1.csv 123.0 kB
Code/Chapter9/expt/gmm_paramsv1.csv 123.0 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-30-00.png 106.1 kB
Code/Chapter5/expt/results/outliers/Any-COD/Screenshot from 2016-12-28 15-36-49.png 96.5 kB
Code/Chapter5/expt/results/outliers/COD-Any/Screenshot from 2016-12-28 15-49-06.png 95.2 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-39-06.png 94.7 kB
Code/Chapter5/expt/results/outliers/M2-A2/Screenshot from 2016-12-28 14-56-34.png 94.1 kB
Code/Chapter5/expt/results/outliers/A2-M2/Screenshot from 2016-12-28 15-12-45.png 93.4 kB
Code/Chapter5/expt/results/outliers/AngiulliExact-Approx/Screenshot from 2016-12-28 20-13-45.png 60.9 kB
Code/Chapter5/expt/results/outliers/AbstractC/Screenshot from 2016-12-28 19-55-36.png 60.0 kB
Code/Chapter3/expt/elki/Outlier-EM/01/precision-at-k.txt 58.5 kB
Code/Chapter3/expt/elki/Outlier-EM/02/precision-at-k.txt 58.5 kB
Code/Chapter5/expt/results/outliers/MCOD-Angiulli/out.txt 49.0 kB
Code/Chapter2/data/Univariate stats.xlsx 47.7 kB
Code/Chapter5/expt/results/outliers/M2-A2/out.txt 45.0 kB
Code/Chapter5/expt/results/outliers/A2-M2/out-var-rate.txt 45.0 kB
Code/Chapter5/expt/results/outliers/A2-M2/out.txt 45.0 kB
Code/Chapter5/expt/results/outliers/AbstractC/out.txt 45.0 kB
Code/Chapter5/expt/results/outliers/AngiulliExact-Approx/out.txt 45.0 kB
Code/Chapter5/expt/results/outliers/COD-Any/out.txt 44.9 kB
Code/Chapter5/expt/results/outliers/Any-COD/out.txt 44.9 kB
Code/Chapter5/expt/results/outliers/MA/out-k2.txt 44.9 kB
Code/Chapter5/expt/results/outliers/MA/out.txt 44.9 kB
Code/Chapter5/expt/results/outliers/MCOD-Angiulli/MCOD-Angiulli.txt 44.4 kB
Code/Chapter9/expt/RandomForestResults.txt 43.3 kB
Code/Chapter6/expt/RandomForestResults.txt 43.3 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-55-07.png 38.8 kB
Code/Chapter8/expt/Results.xlsx 38.4 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-46-18.png 33.9 kB
Code/Chapter6/expt/DL4JExperimentResults.txt 32.6 kB
Code/Chapter6/expt/gmm_params.csv 32.5 kB
Code/Chapter9/expt/gmm_params.csv 32.5 kB
Code/Chapter5/expt/results/clustering/KMeans-Clustream/eval.csv 26.1 kB
Code/Chapter5/expt/results/clustering/DBSCAN-ClusTree/eval.csv 26.0 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-06.csv 25.1 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-02.csv 24.7 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-01.csv 24.6 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-03.csv 24.6 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-04.csv 24.6 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-05.csv 23.5 kB
Code/Chapter3/expt/elki/MNIST-ExperimentResults.xlsx 20.8 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-42-15.png 20.4 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-37-48.png 20.0 kB
Code/Chapter4/data/breast-w.arff 19.9 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-49-00.png 19.5 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-47-46.png 19.3 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-40-40.png 16.7 kB
Code/Chapter8/expt/Screenshot from 2017-02-23 09-41-05.png 16.5 kB
Code/Chapter3/expt/elki/out/KMeansSort/stout.txt 15.6 kB
Code/Chapter2/data/FeatureRelevance.xlsx 14.8 kB
Code/Chapter3/expt/elki/out/KMeansSort-Silhouette/stdout.txt 14.7 kB
Code/Chapter2/expt/HorseColic-InfoGain-Bagging-GradientBoostedTree.rmp 12.7 kB
Code/Chapter2/data/MissingFeaturesStats.xlsx 12.5 kB
Code/Chapter6/expt/BisectingKMeansK27Results.txt 12.3 kB
Code/Chapter9/expt/BisectingKMeansK27Results.txt 12.3 kB
Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-03.csv 12.1 kB
Code/Chapter6/expt/kmeansML_k27results.txt 11.7 kB
Code/Chapter9/expt/kmeansML_k27results.txt 11.7 kB
Code/Chapter5/expt/results/clustering/R2/DBSCAN/DBSCAN-03.csv 11.4 kB
Code/Chapter5/expt/results/clustering/KMeans-k2.csv 11.4 kB
Code/Chapter5/expt/results/clustering/R2/CluStream/Clustream-02.csv 11.3 kB
Code/Chapter5/expt/results/conceptdrift/dump.csv 10.9 kB
Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-01.csv 10.8 kB
Code/Chapter5/expt/results/clustering/R2/R2results.xlsx 10.8 kB
Code/Chapter6/expt/R2results.xlsx 10.8 kB
Code/Chapter5/expt/results/conceptdrift/out.txt 10.8 kB
Code/Chapter5/expt/results/clustering/R2/DBSCAN/DBSCAN-02.csv 10.6 kB
Code/Chapter6/expt/DL4JResults.txt 10.6 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-07.csv 10.3 kB
Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-04.csv 10.1 kB
Code/Chapter5/expt/results/clustering/R2/MCOD-AbstractC/MCOD-AbstractC-01.csv 10.1 kB
Code/Chapter5/expt/results/clustering/R2/CluStream/Clustream-01.csv 9.9 kB
Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-08.csv 9.5 kB
Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-02.csv 9.0 kB
Code/Chapter6/expt/k_vs_cost.xlsx 8.3 kB
Code/Chapter9/expt/k_vs_cost.xlsx 8.3 kB
Code/Chapter5/expt/results/clustering/R2/DBSCAN/DBSCAN-01.csv 7.6 kB
Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/stdout.txt 7.5 kB
Code/Chapter6/expt/Results.xlsx 6.5 kB
Code/Chapter9/expt/Results.xlsx 6.5 kB
Code/Chapter5/expt/results/clustering/R2/SimpleCOD/SimpleCOD-01.csv 6.2 kB
Code/Chapter5/expt/results/clustering/R2/AbstractC/AbstractC-01.csv 6.2 kB
Code/Chapter5/expt/results/clustering/R2/MCOD/MCOD-01.csv 6.2 kB
Code/Chapter5/expt/results/clustering/R2/AppoxSTORM/ApproxSTORM-01.csv 6.0 kB
Code/Chapter5/expt/results/clustering/R2/ExactSTORM/ExactSTORM-01.csv 6.0 kB
Code/Chapter5/expt/results/clustering/R2/AppoxSTORM/ApproxSTORM-02.csv 5.8 kB
Code/Chapter6/src/RandomForestExpt.java 5.3 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/roc-curve.txt 5.1 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/pr-curve.txt 5.0 kB
Code/Chapter5/expt/results/clustering/R2/MCOD/MCOD-02.csv 4.9 kB
Code/Chapter3/expt/elki/outlier/AngleBased/01/roc-curve.txt 4.9 kB
Code/Chapter3/expt/elki/outlier/AngleBased/01/pr-curve.txt 4.7 kB
Code/Chapter5/expt/results/conceptdrift/taskresult.moa 4.0 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/pr-curve.txt 3.9 kB
Code/Chapter3/expt/elki/out-all/Hierarchical/SLINK/01/c_2244.664340_0.txt 3.7 kB
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/obj_48001.txt 3.6 kB
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/obj_48003.txt 3.5 kB
Code/Chapter3/expt/elki/out/Hierarchical/02/obj_10.txt 3.5 kB
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/obj_48002.txt 3.5 kB
Code/Chapter3/expt/elki/out/Hierarchical/02/obj_9.txt 3.5 kB
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/obj_54000.txt 3.5 kB
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/obj_53999.txt 3.4 kB
Code/Chapter3/expt/elki/out/Hierarchical/02/obj_8.txt 3.4 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/roc-curve.txt 3.4 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/roc-curve.txt 3.3 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/roc-curve.txt 3.3 kB
Code/Chapter6/src/GMMExptRDD.java 3.3 kB
Code/Chapter3/expt/elki/outlier/AngleBased/01/outlier-histogram.txt 3.2 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/pr-curve.txt 3.2 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/pr-curve.txt 3.2 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/precision-at-k.txt 3.2 kB
Code/Chapter3/expt/elki/outlier/LOF/COF/precision-at-k.txt 3.1 kB
Code/Chapter3/expt/elki/outlier/LOF/01/precision-at-k.txt 3.1 kB
Code/Chapter3/expt/elki/outlier/AngleBased/01/precision-at-k.txt 3.1 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/precision-at-k.txt 3.0 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/outlier-histogram.txt 3.0 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/precision-at-k.txt 3.0 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/precision-at-k.txt 3.0 kB
Code/Chapter3/expt/elki/outlier/LOF/01/outlier-histogram.txt 2.9 kB
Code/Chapter3/expt/elki/outlier/LOF/COF/roc-curve.txt 2.8 kB
Code/Chapter3/expt/elki/outlier/LOF/01/roc-curve.txt 2.8 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/obj_144001.txt 2.7 kB
Code/Chapter6/src/GaussianMixtureModelExpt.java 2.7 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/obj_144002.txt 2.7 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/01/c_139.725368_1.txt 2.7 kB
Code/Chapter3/expt/elki/out-PCA/Hierarchical/03/c_139.725368_0.txt 2.7 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/obj_150000.txt 2.7 kB
Code/Chapter3/expt/elki/out-PCA/Hierarchical/01/obj_84000.txt 2.7 kB
Code/Chapter3/expt/elki/outlier/LOF/COF/pr-curve.txt 2.7 kB
Code/Chapter3/expt/elki/outlier/LOF/01/pr-curve.txt 2.7 kB
Code/Chapter3/expt/elki/out-PCA-2/Subspace/02/sysout.txt 2.5 kB
Code/Chapter6/src/KMeansExptRDD.java 2.5 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/06/outlier-histogram.txt 2.4 kB
Code/Chapter3/expt/elki/outlier/DistanceBased/07/outlier-histogram.txt 2.3 kB
Code/Chapter3/expt/elki/outlier/LOF/COF/outlier-histogram.txt 2.3 kB
Code/Chapter6/src/KMeansWithPCAExpt.java 2.1 kB
Code/Chapter3/expt/elki/out/DBSCAN/eps1-minpts5/settings.txt 2.1 kB
Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/settings.txt 2.1 kB
Code/Chapter3/expt/elki/out/DBSCAN/eps5-minpts5/settings.txt 2.1 kB
Code/Chapter3/expt/elki/out-PCA-2/Spectral/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/02/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out-all/AffinityPropagation/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out-all/Hierarchical/Anderbergh/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out-PCA/Spectral/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out/Spectral/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out/Hierarchical/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/outlier/OneClassSVM/01/outlier-histogram.txt 2.0 kB
Code/Chapter3/expt/elki/out-PCA/Hierarchical/01/settings.txt 2.0 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/settings.txt 2.0 kB
Code/Chapter6/src/BisectingKMeansExpt.java 1.9 kB
Code/Chapter3/expt/elki/out-PCA-2/EM/01/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-PCA-2/EM/02/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/01/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-PCA-2/EM/03/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-PCA-2/EM/05/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-PCA-2/KMeansLloyd/01/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-all/Hierarchical/SLINK/01/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-all/EM/DGMF/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-all/EM/DGMF/02/settings.txt 1.9 kB
Code/Chapter3/expt/elki/out-PCA/EM/01/settings.txt 1.9 kB
Code/Chapter3/expt/elki/KMeans/k10/settings.txt 1.9 kB
Code/Chapter3/expt/elki/KMeans/k2/settings.txt 1.9 kB
Code/Chapter3/expt/elki/KMeans/k9/settings.txt 1.9 kB
Code/Chapter3/expt/elki/KMeans/k8/settings.txt 1.9 kB
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Code/Chapter6/expt/randomforest_evaluation_n15.csv 92 Bytes
Code/Chapter9/expt/randomforest_evaluation_n40.csv 92 Bytes
Code/Chapter6/expt/randomforest_evaluation_n40.csv 92 Bytes
Code/Chapter9/expt/randomforest_evaluation_n30.csv 92 Bytes
Code/Chapter9/expt/randomforest_evaluation_n25.csv 92 Bytes
Code/Chapter6/expt/randomforest_evaluation_n30.csv 92 Bytes
Code/Chapter9/expt/randomforest_evaluation_n20d5.csv 92 Bytes
Code/Chapter9/expt/randomforest_evaluation_n20.csv 92 Bytes
Code/Chapter6/expt/randomforest_evaluation_n20.csv 92 Bytes
Code/Chapter6/expt/randomforest_evaluation_n25.csv 92 Bytes
Code/Chapter6/expt/randomforest_evaluation_n20d5.csv 92 Bytes
Code/Chapter3/expt/elki/out-PCA/Hierarchical/03/internal evaluation.txt 90 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/03/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/02/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/05/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/Outlier-EM/02/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/Outlier-EM/01/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/04/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/01/roc-curve.txt 79 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/internal evaluation-1.txt 75 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps1-minpts5/internal evaluation-1.txt 75 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-2.0-5/01/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-2.0-10/01/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-1.0-5/01/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-0.5-5/01/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps100-minpts10/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out-all/DBSCAN/01/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps5-minpts5/internal evaluation-1.txt 75 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Subspace/03/internal evaluation.txt 75 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/03/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out/EM/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-all/EM/DGMF/01/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-all/EM/DGMF/02/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-all/EM/DGMF/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-all/EM/MGMF/01/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/01/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/02/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out-PCA/Hierarchical/01/internal evaluation.txt 74 Bytes
Code/Chapter3/expt/elki/out/KMeansSort-Silhouette/internal evaluation.txt 66 Bytes
Code/Chapter3/expt/elki/out/internal evaluation.txt 66 Bytes
Code/Chapter3/expt/elki/Outlier-EM/02/pr-curve.txt 66 Bytes
Code/Chapter3/expt/elki/Outlier-EM/01/pr-curve.txt 66 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/02/pr-curve.txt 49 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/03/pr-curve.txt 49 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/05/pr-curve.txt 49 Bytes
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/pr-curve.txt 49 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/01/pr-curve.txt 49 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/04/pr-curve.txt 49 Bytes
Code/Chapter6/expt/kmeans_cost.csv 43 Bytes
Code/Chapter9/expt/kmeans_cost.csv 43 Bytes
Code/Chapter6/expt/kmeans_cost (3rd copy).csv 42 Bytes
Code/Chapter9/expt/kmeans_cost (3rd copy).csv 42 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/01/precision-at-k.txt 28 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/03/precision-at-k.txt 28 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/05/precision-at-k.txt 28 Bytes
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/precision-at-k.txt 28 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/02/precision-at-k.txt 28 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/04/precision-at-k.txt 28 Bytes
Code/Chapter5/expt/results/outliers/MCOD-Angiulli/export.csv 1 Byte
Code/Chapter7/expt/README.md 0 Bytes
Code/Chapter3/expt/elki/out/Subspace/output.txt 0 Bytes
Code/Chapter5/expt/results/conceptdrift/Untitled Document 0 Bytes
Code/Chapter7/data/README.md 0 Bytes

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