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Kamath U., Choppella K. - Mastering Java Machine Learning - 2017
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Kamath U., Choppella K. - Mastering Java Machine Learning - 2017
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文件列表
Code/Chapter7/expt/README.md
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Code/Chapter3/expt/elki/out/Subspace/output.txt
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Code/Chapter5/expt/results/conceptdrift/Untitled Document
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Code/Chapter7/data/README.md
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Code/Chapter5/expt/results/outliers/MCOD-Angiulli/export.csv
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Code/Chapter3/expt/elki/outlier/DistanceBased/01/precision-at-k.txt
28 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/03/precision-at-k.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/05/precision-at-k.txt
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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/Chapter6/expt/kmeans_cost (3rd copy).csv
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Code/Chapter9/expt/kmeans_cost (3rd copy).csv
42 Bytes
Code/Chapter6/expt/kmeans_cost.csv
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Code/Chapter9/expt/kmeans_cost.csv
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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/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/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/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/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-PCA/Hierarchical/03/internal evaluation.txt
90 Bytes
Code/Chapter9/expt/randomforest_evaluation_n15.csv
92 Bytes
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
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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
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Code/Chapter9/expt/randomforest_evaluation_n20.csv
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Code/Chapter6/expt/randomforest_evaluation_n20.csv
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Code/Chapter6/expt/randomforest_evaluation_n25.csv
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Code/Chapter6/expt/randomforest_evaluation_n20d5.csv
92 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/01/c_139.725368_0.txt
101 Bytes
Code/Chapter3/expt/elki/out-PCA/Hierarchical/03/c_139.725368_1.txt
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Code/Chapter3/expt/elki/out-all/Hierarchical/SLINK/01/c_2244.664340_1.txt
103 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/06/internal evaluation.txt
105 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/02/c_231309.729726.txt
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Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/02/internal evaluation.txt
105 Bytes
Code/Chapter3/expt/elki/out/KMeansSort-Silhouette-DaviesBouldin/internal evaluation.txt
105 Bytes
Code/Chapter3/expt/elki/KMeans/k2/internal evaluation.txt
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Code/Chapter3/expt/elki/out-PCA/EM/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out/Hierarchical/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out-all/Hierarchical/Anderbergh/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out/Spectral/01/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k8/internal evaluation.txt
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Code/Chapter3/expt/elki/out-all/AffinityPropagation/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out/DBSCAN/eps5-minpts5/internal evaluation.txt
106 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Spectral/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out-all/KMeansLloyd/01/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k3/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k4/internal evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/KMeansLloyd/01/internal evaluation.txt
106 Bytes
Code/Chapter3/expt/elki/out-PCA/Spectral/01/internal evaluation.txt
106 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps1-minpts5/internal evaluation.txt
106 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/internal evaluation.txt
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Code/Chapter3/expt/elki/out-PCA/DBSCAN/01/internal evaluation.txt
107 Bytes
Code/Chapter3/expt/elki/KMeans/k10/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k5/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k6/internal evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-5.0-5/01/internal evaluation.txt
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Code/Chapter3/expt/elki/out-all/Hierarchical/SLINK/01/internal evaluation.txt
107 Bytes
Code/Chapter3/expt/elki/KMeans/k9/internal evaluation.txt
107 Bytes
Code/Chapter3/expt/elki/out-PCA/KMeansSort/output.txt/internal evaluation.txt
107 Bytes
Code/Chapter3/expt/elki/out/KMeansSort/internal evaluation.txt
107 Bytes
Code/Chapter3/expt/elki/out-PCA/EM/02/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k7/internal evaluation.txt
108 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/05/internal evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/EM/04/internal evaluation.txt
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Code/Chapter3/expt/elki/out/Hierarchical/01/c_1947795922.497659.txt
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Code/Chapter3/expt/elki/out-all/Hierarchical/Anderbergh/01/c_1947795922.497659.txt
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Code/Chapter3/expt/elki/KMeans-2/k8/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k13/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k11/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k3/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k5/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k7/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k12/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k4/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k9/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k2/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k10/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k14/internal evaluation.txt
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Code/Chapter3/expt/elki/KMeans-2/k6/internal evaluation.txt
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Code/README.md
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Code/Chapter6/expt/kmeans_cost (another copy).csv
152 Bytes
Code/Chapter9/expt/kmeans_cost (another copy).csv
152 Bytes
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/mrg_53985_1059994.0.txt
176 Bytes
Code/Chapter5/expt/results/conceptdrift/config.txt
198 Bytes
Code/Chapter3/expt/elki/out-PCA/Hierarchical/01/mrg_78001_231309.72972563436.txt
200 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/mrg_149994_141.152574736085.txt
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Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/mrg_149979_195.438926329988.txt
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Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/mrg_48001_1.9477959224976587e9.txt
208 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/mrg_149986_157.19200560855592.txt
208 Bytes
Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/mrg_53989_1975996.6666666665.txt
213 Bytes
Code/Chapter6/expt/kmeans_cost (copy).csv
220 Bytes
Code/Chapter9/expt/kmeans_cost (copy).csv
220 Bytes
Code/Chapter6/expt/kmeans_cost_101.csv
232 Bytes
Code/Chapter9/expt/kmeans_cost_101.csv
232 Bytes
Code/Chapter3/expt/elki/out/Hierarchical/02/mrg_5997_3200.5761981243313.txt
234 Bytes
Code/Chapter3/expt/elki/out/Hierarchical/02/mrg_5996_3860.7064120443038.txt
234 Bytes
Code/Chapter3/expt/elki/Outlier-EM/03/ranking-evaluation.txt
246 Bytes
Code/Chapter3/expt/elki/Outlier-EM/02/ranking-evaluation.txt
246 Bytes
Code/Chapter3/expt/elki/outlier/LOF/ALOKI/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/05/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/01/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/04/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/02/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/03/ranking-evaluation.txt
253 Bytes
Code/Chapter3/expt/elki/outlier/AngleBased/01/ranking-evaluation.txt
296 Bytes
Code/Chapter3/expt/elki/outlier/OneClassSVM/Linear/ranking-evaluation.txt
296 Bytes
Code/Chapter3/expt/elki/outlier/LOF/COF/ranking-evaluation.txt
299 Bytes
Code/Chapter3/expt/elki/outlier/LOF/01/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/OneClassSVM/01/ranking-evaluation.txt
306 Bytes
Code/Chapter3/expt/elki/outlier/DistanceBased/07/ranking-evaluation.txt
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Code/Chapter3/expt/elki/outlier/DistanceBased/06/ranking-evaluation.txt
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Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-02.txt
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Code/Chapter5/expt/results/clustering/R2/MCOD/MCOD-02.txt
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Code/Chapter5/expt/results/supervised/sgd.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-08.txt
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Code/Chapter5/expt/results/supervised/naive-bayes.txt
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Code/Chapter5/expt/results/clustering/R2/DBSCAN/DBSCAN-02.txt
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Code/Chapter5/expt/results/supervised/knn2.txt
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Code/Chapter5/expt/results/clustering/R2/AppoxSTORM/ApproxSTORM-02.txt
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Code/Chapter5/expt/results/clustering/R2/MCOD-AbstractC/MCOD-AbstractC-01.txt
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Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-04.txt
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Code/Chapter5/expt/results/clustering/R2/CluStream/Clustream-02.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-04.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-06.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-03.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-05.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/KMeans-02.txt
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Code/Chapter5/expt/results/clustering/R2/MCOD/MCOD-01.txt
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Code/Chapter5/expt/results/clustering/R2/KMeans/Kmeans-00.txt
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Code/Chapter5/expt/results/clustering/R2/SimpleCOD/SimpleCOD-01.txt
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Code/Chapter3/expt/elki/out-PCA-2/EM/03/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-all/EM/DGMF/02/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-all/EM/DGMF/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-all/DBSCAN/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-2.0-5/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/Subspace/03/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-1.0-5/01/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-all/EM/MGMF/01/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out/EM/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/02/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-PCA-2/EM/01/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-0.5-5/01/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-2.0-10/01/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out-all/EM/DGMF/cluster-evaluation.txt
610 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps5-minpts5/cluster-evaluation-1.txt
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Code/Chapter3/expt/elki/out/DBSCAN/eps100-minpts10/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/cluster-evaluation-1.txt
633 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps1-minpts5/cluster-evaluation-1.txt
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Code/Chapter3/expt/elki/outlier/Cluster/01/cluster-evaluation.txt
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Code/Chapter5/expt/results/supervised/hoeffdingtree.txt
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Code/Chapter5/expt/results/supervised/hoeffding-adaptive-tree.txt
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Code/Chapter3/expt/elki/out-all/SimplifiedHierarchical/AGNES/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out/Hierarchical/02/cluster-evaluation.txt
654 Bytes
Code/Chapter3/expt/elki/out-PCA/Hierarchical/01/cluster-evaluation.txt
654 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/06/cluster-evaluation.txt
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Code/Chapter5/expt/results/supervised/ozabag-naive-bayes.txt
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Code/Chapter5/expt/results/supervised/lb-sgd.txt
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Code/Chapter5/expt/results/supervised/lb-knn2.txt
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Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-01.txt
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Code/Chapter3/expt/elki/KMeans/k3/cluster-evaluation.txt
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Code/Chapter5/expt/results/supervised/lb-naive-bayes.txt
671 Bytes
Code/Chapter3/expt/elki/out-PCA-2/KMeansLloyd/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-PCA-2/DBSCAN-5.0-5/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-all/KMeansLloyd/01/cluster-evaluation.txt
677 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps0p1-minpts5/cluster-evaluation.txt
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Code/Chapter5/expt/results/clustering/R2/ExactSTORM/ExactSTORM-01.txt
684 Bytes
Code/Chapter3/expt/elki/out/KMeansSort/cluster-evaluation.txt
684 Bytes
Code/Chapter3/expt/elki/KMeans/k9/cluster-evaluation.txt
684 Bytes
Code/Chapter3/expt/elki/KMeans/k8/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-PCA/KMeansSort/output.txt/cluster-evaluation.txt
685 Bytes
Code/Chapter5/expt/results/clustering/R2/ClusTree/Clustree-03.txt
688 Bytes
Code/Chapter3/expt/elki/out-PCA/EM/01/cluster-evaluation.txt
688 Bytes
Code/Chapter3/expt/elki/out-PCA-2/Hierarchical/02/cluster-evaluation.txt
688 Bytes
Code/Chapter3/expt/elki/out/DBSCAN/eps5-minpts5/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out-PCA/DBSCAN/01/cluster-evaluation.txt
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Code/Chapter3/expt/elki/out/DBSCAN/eps1-minpts5/cluster-evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k5/cluster-evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k4/cluster-evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k7/cluster-evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k6/cluster-evaluation.txt
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Code/Chapter3/expt/elki/KMeans/k10/cluster-evaluation.txt
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Code/Chapter5/expt/results/outliers/AngiulliExact-Approx/Screenshot from 2016-12-28 20-13-45.png
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Kamath U., Choppella K. - Mastering Java Machine Learning - 2017.pdf
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Kamath U., Choppella K. - Mastering Java Machine Learning - 2017.azw3
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Code/Chapter3/expt/elki/Outlier-EM/01/cluster.txt
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Code/Chapter3/expt/elki/outlier/Cluster/01/cluster.txt
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