# TEST CONFIGURATION BEGIN # RandomTreeGenerator(fraction_leaves_per_level=0.15, max_tree_depth=5, min_leaf_depth=3, n_cat_features=5, n_categories_per_cat_feature=5, n_classes=2, n_num_features=5, sample_random_state=1, tree_random_state=1) # [HoeffdingTree-Holdout] HoeffdingTreeClassifier(binary_split=False, grace_period=200, leaf_prediction='nba', max_byte_size=33554432, memory_estimate_period=1000000, nb_threshold=0, no_preprune=False, nominal_attributes=None, remove_poor_atts=False, split_confidence=1e-07, split_criterion='info_gain', stop_mem_management=False, tie_threshold=0.05) # EvaluateHoldout(batch_size=1, dynamic_test_set=True, max_samples=1000000, max_time=inf, metrics=['accuracy', 'running_time', 'model_size'], n_wait=10000, output_file='RandomTree_V1_00.txt', restart_stream=False, show_plot=False, test_size=5000) # TEST CONFIGURATION END id,mean_acc_[HoeffdingTree-Holdout],current_acc_[HoeffdingTree-Holdout],training_time_[HoeffdingTree-Holdout],testing_time_[HoeffdingTree-Holdout],total_running_time_[HoeffdingTree-Holdout],model_size_[HoeffdingTree-Holdout] 15000,0.927400,0.927400,2.421357,0.581081,3.002438,17422.132812 30000,0.928900,0.930400,4.837531,1.153423,5.990954,17708.734375 45000,0.928600,0.928000,7.255964,1.751186,9.007151,17827.320312 60000,0.928250,0.927200,9.615674,2.336902,11.952576,17897.394531 75000,0.928480,0.929400,12.047497,2.909429,14.956926,17985.019531 90000,0.928067,0.926000,14.382484,3.487203,17.869687,18235.738281 105000,0.928200,0.929000,16.769386,4.079496,20.848882,18312.152344 120000,0.928200,0.928200,19.116155,4.664523,23.780677,18452.742188 135000,0.928733,0.933000,21.411852,5.249651,26.661503,18599.085938 150000,0.928480,0.926200,23.711006,5.837176,29.548182,18678.941406 165000,0.928400,0.927600,26.110688,6.424125,32.534813,18746.183594 180000,0.928500,0.929600,28.593193,7.031900,35.625093,18885.250000 195000,0.928492,0.928400,31.079987,7.626291,38.706278,19016.730469 210000,0.928800,0.932800,33.463565,8.251364,41.714929,19145.210938 225000,0.928867,0.929800,36.033754,8.830626,44.864380,19310.437500 240000,0.928713,0.926400,38.298964,9.405003,47.703967,19403.734375 255000,0.929153,0.936200,40.573889,9.994728,50.568617,19407.183594 270000,0.929067,0.927600,42.887336,10.567758,53.455093,19592.652344 285000,0.929147,0.930600,45.270399,11.164831,56.435231,19646.128906 300000,0.929370,0.933600,47.559370,11.779800,59.339170,19836.839844 315000,0.929400,0.930000,50.031401,12.375711,62.407113,20016.472656 330000,0.929473,0.931000,52.350597,12.944496,65.295093,20140.855469 345000,0.929774,0.936400,54.734444,13.546054,68.280498,20192.820312 360000,0.930017,0.935600,57.090907,14.135472,71.226379,20283.554688 375000,0.930064,0.931200,59.407756,14.707826,74.115582,20496.730469 390000,0.930131,0.931800,61.708988,15.284946,76.993935,20580.816406 405000,0.930222,0.932600,64.073153,15.914032,79.987185,20834.335938 420000,0.930550,0.939400,66.531902,16.536532,83.068434,20972.429688 435000,0.930814,0.938200,68.886491,17.115911,86.002403,20963.503906 450000,0.930847,0.931800,71.169132,17.686091,88.855224,21317.062500 465000,0.931071,0.937800,73.463090,18.272949,91.736040,21315.277344 480000,0.930950,0.927200,75.767509,18.856348,94.623857,21460.777344 495000,0.931145,0.937400,78.240160,19.472577,97.712737,21552.437500 510000,0.931365,0.938600,80.524284,20.051245,100.575529,21683.523438 525000,0.931354,0.931000,82.796971,20.628935,103.425906,21779.894531 540000,0.931511,0.937000,85.181185,21.198675,106.379860,21945.066406 555000,0.931508,0.931400,87.528132,21.776452,109.304585,22113.132812 570000,0.931653,0.937000,89.858135,22.349764,112.207899,22219.730469 585000,0.931918,0.942000,92.117036,22.961377,115.078413,22280.773438 600000,0.932120,0.940000,94.384776,23.540156,117.924932,22409.492188 615000,0.932288,0.939000,96.647238,24.117480,120.764718,22452.523438 630000,0.932300,0.932800,98.984975,24.710734,123.695709,22573.386719 645000,0.932526,0.942000,101.249215,25.304983,126.554199,22709.367188 660000,0.932636,0.937400,103.510979,25.887324,129.398303,22859.199219 675000,0.932742,0.937400,105.873024,26.467762,132.340786,23003.132812 690000,0.932839,0.937200,108.172055,27.047961,135.220016,23048.531250 705000,0.932966,0.938800,110.485385,27.629322,138.114707,23068.187500 720000,0.933121,0.940400,112.726511,28.200497,140.927008,23305.183594 735000,0.933216,0.937800,115.077773,28.767532,143.845305,23472.109375 750000,0.933308,0.937800,117.423237,29.331048,146.754285,23686.472656 765000,0.933459,0.941000,119.690321,29.895851,149.586173,23731.863281 780000,0.933569,0.939200,121.952512,30.483957,152.436469,23851.230469 795000,0.933619,0.936200,124.220753,31.053832,155.274586,23907.781250 810000,0.933811,0.944000,126.567157,31.637008,158.204165,24180.656250 825000,0.933942,0.941000,128.847864,32.212942,161.060806,24212.367188 840000,0.934111,0.943400,131.120085,32.792008,163.912093,24247.828125 855000,0.934295,0.944600,133.316160,33.369381,166.685541,24312.632812 870000,0.934462,0.944000,135.646002,34.010696,169.656697,24361.691406 885000,0.934631,0.944400,138.100271,34.596775,172.697047,24350.101562 900000,0.934803,0.945000,140.495217,35.186622,175.681839,24433.207031 915000,0.934921,0.942000,142.787282,35.765373,178.552655,24626.320312 930000,0.935094,0.945600,145.085217,36.341760,181.426977,24868.675781 945000,0.935156,0.939000,147.405192,36.911724,184.316916,24959.421875 960000,0.935309,0.945000,149.648340,37.486967,187.135306,25030.789062 975000,0.935428,0.943000,151.951310,38.068478,190.019788,25119.476562 990000,0.935524,0.941800,154.246077,38.660429,192.906506,25277.519531 1005000,0.935627,0.942400,156.693112,39.313733,196.006846,25323.710938