10414035 1 Jan van Rijn 14970 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8251779 C 3385.2573761878148 16360 cache_size 200 16360 class_weight null 16360 coef0 0.9761053660455989 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.015170397749245156 16360 kernel "sigmoid" 16360 max_iter -1 16360 probability false 16360 random_state 54628 16360 shrinking true 16360 tol 0.00019613271768575917 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1478 har https://www.openml.org/data/download/1589271/php88ZB4Q -1 21749879 description https://api.openml.org/data/download/21749879/description.xml -1 21749880 predictions https://api.openml.org/data/download/21749880/predictions.arff area_under_roc_curve 0.47031733974776513 [0.304329,0.512771,0.626035,0.485441,0.285514,0.638374] average_cost 0 f_measure 0.17791457980041872 [0.010675,0.083969,0.398678,0.113832,0.041304,0.433521] kappa -0.05815917975978996 kb_relative_information_score 0.036371019546670956 mean_absolute_error 0.29109622293428933 mean_prior_absolute_error 0.27709458719152297 number_of_instances 10299 [1722,1544,1406,1777,1906,1944] precision 0.3797820767460565 [0.007946,0.265517,0.882927,0.138153,0.029823,1] predictive_accuracy 0.1267113311972036 prior_entropy 2.575922879508845 recall 0.12671133119720362 [0.01626,0.04987,0.257468,0.096792,0.067156,0.276749] relative_absolute_error 1.050530166917655 root_mean_prior_squared_error 0.3722191487615371 root_mean_squared_error 0.5395333381120108 root_relative_squared_error 1.449504518795361 total_cost 0 area_under_roc_curve 0.47740894079921525 [0.307096,0.517806,0.64362,0.505671,0.277668,0.646907] area_under_roc_curve 0.4733218193301114 [0.322803,0.505641,0.619743,0.486008,0.297652,0.636598] area_under_roc_curve 0.4804328627327882 [0.304169,0.506415,0.615048,0.486634,0.289565,0.701031] area_under_roc_curve 0.4708935785481754 [0.301262,0.510212,0.659746,0.467268,0.299593,0.623711] area_under_roc_curve 0.4658921984460852 [0.30447,0.505782,0.604133,0.500053,0.282174,0.626289] area_under_roc_curve 0.4648464566023371 [0.295189,0.530221,0.601321,0.473137,0.281924,0.636598] area_under_roc_curve 0.4707317642440569 [0.311168,0.518769,0.634189,0.489153,0.276065,0.628205] area_under_roc_curve 0.4659933652411386 [0.287296,0.505782,0.624847,0.492337,0.277072,0.638462] area_under_roc_curve 0.4669627134181597 [0.312327,0.513988,0.607117,0.477308,0.280158,0.638462] area_under_roc_curve 0.4666729559928824 [0.297529,0.513221,0.650759,0.476755,0.293212,0.607692] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.19397567011971634 [0.007767,0.090395,0.44086,0.159744,0.032362,0.454183] f_measure 0.17818726868250948 [0.023438,0.064865,0.384181,0.117647,0.060032,0.42915] f_measure 0.194615983006057 [0.015038,0.056497,0.370787,0.094203,0.048,0.573529] f_measure 0.17570430737724094 [0.011299,0.067797,0.476684,0.084142,0.049342,0.396694] f_measure 0.16725181748284118 [0.011407,0.065217,0.342857,0.14791,0.038647,0.403292] f_measure 0.1693880955467274 [0.003774,0.138298,0.333333,0.086957,0.035714,0.42915] f_measure 0.18115178685885341 [0.011673,0.106383,0.422222,0.132075,0.029268,0.408163] f_measure 0.1722298880074833 [0,0.065217,0.395604,0.117647,0.03231,0.433735] f_measure 0.17038474509704996 [0.015444,0.087432,0.350282,0.09901,0.04127,0.433735] f_measure 0.1694075937501485 [0.007533,0.094241,0.457447,0.09396,0.045677,0.35443] kappa -0.04363788811858232 kappa -0.05224305280984387 kappa -0.03850110885022523 kappa -0.05660915605458945 kappa -0.06724533242245646 kappa -0.0692358995208098 kappa -0.057138714564441334 kappa -0.06691624306060756 kappa -0.06511343575211533 kappa -0.06492991151171117 kb_relative_information_score 0.05005337999551855 kb_relative_information_score 0.0417303528018499 kb_relative_information_score 0.053406690610377366 kb_relative_information_score 0.037981085540565715 kb_relative_information_score 0.027891195557918302 kb_relative_information_score 0.0260568740757851 kb_relative_information_score 0.03747719807885585 kb_relative_information_score 0.028324676424307357 kb_relative_information_score 0.030009528770995816 kb_relative_information_score 0.030774878151939293 mean_absolute_error 0.2870550161812304 mean_absolute_error 0.28932038834951507 mean_absolute_error 0.2854368932038842 mean_absolute_error 0.29093851132686127 mean_absolute_error 0.2935275080906151 mean_absolute_error 0.2941747572815536 mean_absolute_error 0.29093851132686127 mean_absolute_error 0.2935275080906151 mean_absolute_error 0.29288025889967667 mean_absolute_error 0.29316488500161997 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.2771076974290587 mean_prior_absolute_error 0.27710210740693414 mean_prior_absolute_error 0.27710210740693414 mean_prior_absolute_error 0.27709513558158777 mean_prior_absolute_error 0.2770910843857784 mean_prior_absolute_error 0.2770910843857784 mean_prior_absolute_error 0.27708065643484137 number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,141,178,190,194] number_of_instances 1030 [173,154,141,178,190,194] number_of_instances 1030 [173,154,141,178,190,194] number_of_instances 1030 [172,154,141,178,190,195] number_of_instances 1030 [172,154,141,177,191,195] number_of_instances 1030 [172,154,141,177,191,195] number_of_instances 1029 [172,154,140,177,191,195] precision 0.40153902076683246 [0.005831,0.363636,0.891304,0.185185,0.023419,1] precision 0.37856854369525694 [0.017647,0.2,0.918919,0.140625,0.042986,1] precision 0.371777629702178 [0.011111,0.227273,0.868421,0.132653,0.034562,1] precision 0.37565352074211195 [0.008357,0.272727,0.884615,0.099237,0.035885,1] precision 0.3754893182062754 [0.008499,0.2,0.882353,0.172932,0.027842,1] precision 0.37461995676580945 [0.002801,0.382353,0.769231,0.107438,0.025822,1] precision 0.3979718780322946 [0.008772,0.294118,0.974359,0.15,0.021176,1] precision 0.3698384138832833 [0,0.2,0.878049,0.151786,0.023364,1] precision 0.3763255627297209 [0.011561,0.275862,0.861111,0.119048,0.029613,1] precision 0.3747815113025185 [0.005571,0.243243,0.895833,0.115702,0.033175,1] predictive_accuracy 0.13883495145631067 predictive_accuracy 0.1320388349514563 predictive_accuracy 0.14368932038834953 predictive_accuracy 0.1271844660194175 predictive_accuracy 0.11941747572815534 predictive_accuracy 0.1174757281553398 predictive_accuracy 0.1271844660194175 predictive_accuracy 0.11941747572815534 predictive_accuracy 0.12135922330097088 predictive_accuracy 0.12050534499514091 prior_entropy 2.5758425283766972 prior_entropy 2.5758425283766972 prior_entropy 2.5758425283766972 prior_entropy 2.57626843373114 prior_entropy 2.5761156998831467 prior_entropy 2.5761156998831467 prior_entropy 2.575945945073779 prior_entropy 2.575847838744184 prior_entropy 2.575847838744184 prior_entropy 2.5755594010061413 recall 0.13883495145631067 [0.011628,0.051613,0.292857,0.140449,0.052356,0.293814] recall 0.13203883495145632 [0.034884,0.03871,0.242857,0.101124,0.099476,0.273196] recall 0.1436893203883495 [0.023256,0.032258,0.235714,0.073034,0.078534,0.402062] recall 0.12718446601941746 [0.017442,0.03871,0.326241,0.073034,0.078947,0.247423] recall 0.11941747572815534 [0.017341,0.038961,0.212766,0.129213,0.063158,0.252577] recall 0.11747572815533981 [0.00578,0.084416,0.212766,0.073034,0.057895,0.273196] recall 0.12718446601941746 [0.017442,0.064935,0.269504,0.117978,0.047368,0.25641] recall 0.11941747572815534 [0,0.038961,0.255319,0.096045,0.052356,0.276923] recall 0.12135922330097088 [0.023256,0.051948,0.219858,0.084746,0.068063,0.276923] recall 0.12050534499514091 [0.011628,0.058442,0.307143,0.079096,0.073298,0.215385] relative_absolute_error 1.0359556437464235 relative_absolute_error 1.044131167428751 relative_absolute_error 1.0301159839733323 relative_absolute_error 1.0499113305986143 relative_absolute_error 1.0592756252826316 relative_absolute_error 1.0616114039491864 relative_absolute_error 1.0499589273417522 relative_absolute_error 1.0593177645584337 relative_absolute_error 1.0569818929717563 relative_absolute_error 1.0580489045093662 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.3722367592572026 root_mean_prior_squared_error 0.3722292504897755 root_mean_prior_squared_error 0.3722292504897755 root_mean_prior_squared_error 0.3722198854102689 root_mean_prior_squared_error 0.37221444343150406 root_mean_prior_squared_error 0.37221444343150406 root_mean_prior_squared_error 0.3722004351798735 root_mean_squared_error 0.535775154501616 root_mean_squared_error 0.5378851070159082 root_mean_squared_error 0.5342629438805243 root_mean_squared_error 0.5393871627382888 root_mean_squared_error 0.5417817901061415 root_mean_squared_error 0.5423787950146591 root_mean_squared_error 0.5393871627382888 root_mean_squared_error 0.5417817901061415 root_mean_squared_error 0.541184126614664 root_mean_squared_error 0.5414470288048684 root_relative_squared_error 1.4394212878410082 root_relative_squared_error 1.4450899168169655 root_relative_squared_error 1.435358560890328 root_relative_squared_error 1.4490432482128697 root_relative_squared_error 1.4555056847178733 root_relative_squared_error 1.4571095482179397 root_relative_squared_error 1.4491089377016075 root_relative_squared_error 1.4555635861719096 root_relative_squared_error 1.4539578895042373 root_relative_squared_error 1.4547189568523826 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 81850.233998 usercpu_time_millis 81521.25203000002 usercpu_time_millis 80558.18580400001 usercpu_time_millis 81991.09085500005 usercpu_time_millis 81309.51584300003 usercpu_time_millis 81634.23105999999 usercpu_time_millis 81509.358766 usercpu_time_millis 81137.18976200005 usercpu_time_millis 80327.70055799994 usercpu_time_millis 81693.24683400009 usercpu_time_millis_testing 7576.592366 usercpu_time_millis_testing 7580.478193999994 usercpu_time_millis_testing 7561.734779000006 usercpu_time_millis_testing 7576.171491000025 usercpu_time_millis_testing 7579.2202279999965 usercpu_time_millis_testing 7579.165636000027 usercpu_time_millis_testing 7582.740856999976 usercpu_time_millis_testing 7583.362493000095 usercpu_time_millis_testing 7547.72909999997 usercpu_time_millis_testing 7569.796845000042 usercpu_time_millis_training 74273.641632 usercpu_time_millis_training 73940.77383600002 usercpu_time_millis_training 72996.451025 usercpu_time_millis_training 74414.91936400002 usercpu_time_millis_training 73730.29561500004 usercpu_time_millis_training 74055.06542399996 usercpu_time_millis_training 73926.61790900002 usercpu_time_millis_training 73553.82726899996 usercpu_time_millis_training 72779.97145799997 usercpu_time_millis_training 74123.44998900004 wall_clock_time_millis 81852.85639762878 wall_clock_time_millis 81523.70834350586 wall_clock_time_millis 80588.13071250916 wall_clock_time_millis 81995.51725387573 wall_clock_time_millis 81314.04399871826 wall_clock_time_millis 81638.68427276611 wall_clock_time_millis 81513.42821121216 wall_clock_time_millis 81141.8399810791 wall_clock_time_millis 80333.09054374695 wall_clock_time_millis 81707.39555358887 wall_clock_time_millis_testing 7576.821565628052 wall_clock_time_millis_testing 7580.707550048828 wall_clock_time_millis_testing 7563.463926315308 wall_clock_time_millis_testing 7576.414108276367 wall_clock_time_millis_testing 7579.486608505249 wall_clock_time_millis_testing 7579.405069351196 wall_clock_time_millis_testing 7582.997798919678 wall_clock_time_millis_testing 7583.6381912231445 wall_clock_time_millis_testing 7548.032999038696 wall_clock_time_millis_testing 7570.679664611816 wall_clock_time_millis_training 74276.03483200073 wall_clock_time_millis_training 73943.00079345703 wall_clock_time_millis_training 73024.66678619385 wall_clock_time_millis_training 74419.10314559937 wall_clock_time_millis_training 73734.55739021301 wall_clock_time_millis_training 74059.27920341492 wall_clock_time_millis_training 73930.43041229248 wall_clock_time_millis_training 73558.20178985596 wall_clock_time_millis_training 72785.05754470825 wall_clock_time_millis_training 74136.71588897705