10587940 30495 Laurens Krudde 43 Supervised Classification 19153 sklearn.linear_model._perceptron.Perceptron(1) 8304047 Python_3.7.13. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3. alpha 0.0001 19153 class_weight null 19153 early_stopping false 19153 eta0 1.0 19153 fit_intercept true 19153 l1_ratio 0.15 19153 max_iter 1000 19153 n_iter_no_change 5 19153 n_jobs null 19153 penalty null 19153 random_state 0 19153 shuffle true 19153 tol 0.001 19153 validation_fraction 0.1 19153 verbose 0 19153 warm_start false 19153 openml-python Sklearn_1.0.2. 44 spambase https://www.openml.org/data/download/44/dataset_44_spambase.arff -1 22103430 description https://api.openml.org/data/download/22103430/description.xml -1 22103431 predictions https://api.openml.org/data/download/22103431/predictions.arff area_under_roc_curve 0.6213904480711203 [0.62139,0.62139] average_cost 0 f_measure 0.6006584839353446 [0.608567,0.588498] kappa 0.22418610955930085 kb_relative_information_score 0.14302302279399953 mean_absolute_error 0.40121712671158444 mean_prior_absolute_error 0.4775567355102225 weighted_recall 0.5987828732884155 [0.514706,0.728075] number_of_instances 4601 [2788,1813] precision 0.6455992182071635 [0.744295,0.493827] predictive_accuracy 0.5987828732884156 prior_entropy 0.9673602435836202 relative_absolute_error 0.8401454672876162 root_mean_prior_squared_error 0.48864454562025317 root_mean_squared_error 0.6334170243304047 root_relative_squared_error 1.296273600120486 total_cost 0 unweighted_recall 0.6213904480711203 [0.514706,0.728075] area_under_roc_curve 0.5778979085430699 [0.577898,0.577898] area_under_roc_curve 0.5917266187050358 [0.591727,0.591727] area_under_roc_curve 0.5848090758162701 [0.584809,0.584809] area_under_roc_curve 0.7817382522426186 [0.781738,0.781738] area_under_roc_curve 0.6820135052179251 [0.682014,0.682014] area_under_roc_curve 0.743905819917226 [0.743906,0.743906] area_under_roc_curve 0.6397849462365591 [0.639785,0.639785] area_under_roc_curve 0.5027624309392266 [0.502762,0.502762] area_under_roc_curve 0.5501792114695341 [0.550179,0.550179] area_under_roc_curve 0.5591397849462364 [0.55914,0.55914] 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 0.4069848100282268 [0.276923,0.606365] f_measure 0.4310504445677274 [0.31003,0.615905] f_measure 0.6025127421256281 [0.768778,0.348548] f_measure 0.7427216597218398 [0.740088,0.746781] f_measure 0.7107654647179528 [0.797428,0.577181] f_measure 0.7662595323313945 [0.822934,0.678899] f_measure 0.5180349412141101 [0.436975,0.642984] f_measure 0.4629135445678393 [0.756098,0.010989] f_measure 0.3429998847147197 [0.18241,0.590538] f_measure 0.3625775611688083 [0.211538,0.595395] kappa 0.1274354245028472 kappa 0.15094646458075836 kappa 0.19202541841940376 kappa 0.5118266031117907 kappa 0.3881299748749024 kappa 0.504960642833716 kappa 0.23394312984688795 kappa 0.006694018570503226 kappa 0.08070320710850659 kappa 0.09548702700110306 kb_relative_information_score -0.08829832372355748 kb_relative_information_score -0.05295574183284193 kb_relative_information_score 0.27174426666187 kb_relative_information_score 0.45188494769500714 kb_relative_information_score 0.4147246051658589 kb_relative_information_score 0.5122705043048794 kb_relative_information_score 0.06634639395505809 kb_relative_information_score 0.1638922930940831 kb_relative_information_score -0.16590574685214118 kb_relative_information_score -0.14268053277142154 mean_absolute_error 0.5097613882863341 mean_absolute_error 0.4934782608695652 mean_absolute_error 0.34130434782608693 mean_absolute_error 0.2565217391304348 mean_absolute_error 0.27391304347826084 mean_absolute_error 0.22826086956521738 mean_absolute_error 0.4369565217391304 mean_absolute_error 0.391304347826087 mean_absolute_error 0.5456521739130434 mean_absolute_error 0.5347826086956522 mean_prior_absolute_error 0.47771541996330835 mean_prior_absolute_error 0.4778972125929219 mean_prior_absolute_error 0.4778972125929219 mean_prior_absolute_error 0.4774367378552744 mean_prior_absolute_error 0.4774367378552744 mean_prior_absolute_error 0.4774367378552744 mean_prior_absolute_error 0.4774367378552744 mean_prior_absolute_error 0.4774367378552744 mean_prior_absolute_error 0.4774367378552744 mean_prior_absolute_error 0.4774367378552744 number_of_instances 461 [279,182] number_of_instances 460 [278,182] number_of_instances 460 [278,182] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] precision 0.7642366504592358 [0.978261,0.436145] precision 0.7804082066546189 [1,0.444988] precision 0.6750042726639554 [0.650873,0.711864] precision 0.8224897025171624 [0.96,0.610526] precision 0.7277580055752194 [0.723032,0.735043] precision 0.7704611669821664 [0.77707,0.760274] precision 0.7929603915319827 [1,0.473822] precision 0.7621483375959078 [0.607843,1] precision 0.771381843800322 [1,0.418981] precision 0.7733122899908359 [1,0.423888] predictive_accuracy 0.49023861171366595 predictive_accuracy 0.5065217391304347 predictive_accuracy 0.658695652173913 predictive_accuracy 0.7434782608695651 predictive_accuracy 0.726086956521739 predictive_accuracy 0.7717391304347827 predictive_accuracy 0.5630434782608695 predictive_accuracy 0.6086956521739131 predictive_accuracy 0.4543478260869565 predictive_accuracy 0.4652173913043478 prior_entropy 0.9678251482974407 prior_entropy 0.9683577540367926 prior_entropy 0.9683577540367926 prior_entropy 0.9670086812574452 prior_entropy 0.9670086812574452 prior_entropy 0.9670086812574452 prior_entropy 0.9670086812574452 prior_entropy 0.9670086812574452 prior_entropy 0.9670086812574452 prior_entropy 0.9670086812574452 relative_absolute_error 1.0670817122157938 relative_absolute_error 1.0326033462135202 relative_absolute_error 0.7141794068525228 relative_absolute_error 0.5372894852682961 relative_absolute_error 0.5737158910491975 relative_absolute_error 0.47809657587433124 relative_absolute_error 0.9152134452451484 relative_absolute_error 0.8195941300702821 relative_absolute_error 1.1428784813757822 relative_absolute_error 1.1201119777627189 root_mean_prior_squared_error 0.48880689072220973 root_mean_prior_squared_error 0.48899281083378704 root_mean_prior_squared_error 0.48899281083378704 root_mean_prior_squared_error 0.488521743947473 root_mean_prior_squared_error 0.488521743947473 root_mean_prior_squared_error 0.488521743947473 root_mean_prior_squared_error 0.488521743947473 root_mean_prior_squared_error 0.488521743947473 root_mean_prior_squared_error 0.488521743947473 root_mean_prior_squared_error 0.488521743947473 root_mean_squared_error 0.7139757616938646 root_mean_squared_error 0.7024800786282592 root_mean_squared_error 0.5842125878702776 root_mean_squared_error 0.5064797519451639 root_mean_squared_error 0.5233670255931882 root_mean_squared_error 0.47776654295295456 root_mean_squared_error 0.661026869150665 root_mean_squared_error 0.6255432421712243 root_mean_squared_error 0.7386827288579607 root_mean_squared_error 0.7312883211809499 root_relative_squared_error 1.4606499524566214 root_relative_squared_error 1.436585698326429 root_relative_squared_error 1.1947263332443072 root_relative_squared_error 1.0367598949692232 root_relative_squared_error 1.0713280055134287 root_relative_squared_error 0.9779841918445398 root_relative_squared_error 1.3531165753427348 root_relative_squared_error 1.280481882170805 root_relative_squared_error 1.512077482752509 root_relative_squared_error 1.4969411909320862 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 unweighted_recall 0.5778979085430699 [0.16129,0.994505] unweighted_recall 0.591726618705036 [0.183453,1] unweighted_recall 0.5848090758162701 [0.938849,0.230769] unweighted_recall 0.7817382522426186 [0.602151,0.961326] unweighted_recall 0.682013505217925 [0.888889,0.475138] unweighted_recall 0.7439058199172262 [0.874552,0.61326] unweighted_recall 0.6397849462365591 [0.27957,1] unweighted_recall 0.5027624309392266 [1,0.005525] unweighted_recall 0.5501792114695341 [0.100358,1] unweighted_recall 0.5591397849462365 [0.11828,1] usercpu_time_millis 28.11658900000147 usercpu_time_millis 47.63670400000031 usercpu_time_millis 43.63127099999886 usercpu_time_millis 53.032951000000494 usercpu_time_millis 39.802669000001956 usercpu_time_millis 40.69170100000008 usercpu_time_millis 47.55658299999865 usercpu_time_millis 53.6232339999998 usercpu_time_millis 46.01094000000039 usercpu_time_millis 37.84412899999978 usercpu_time_millis_testing 3.168050000001088 usercpu_time_millis_testing 5.894612000000521 usercpu_time_millis_testing 5.875041999999553 usercpu_time_millis_testing 5.9962420000001515 usercpu_time_millis_testing 5.820034000000973 usercpu_time_millis_testing 5.979789999999596 usercpu_time_millis_testing 6.104061999998578 usercpu_time_millis_testing 6.0303280000013615 usercpu_time_millis_testing 5.966075999999987 usercpu_time_millis_testing 5.792153999999883 usercpu_time_millis_training 24.94853900000038 usercpu_time_millis_training 41.742091999999786 usercpu_time_millis_training 37.75622899999931 usercpu_time_millis_training 47.03670900000034 usercpu_time_millis_training 33.98263500000098 usercpu_time_millis_training 34.711911000000484 usercpu_time_millis_training 41.452521000000075 usercpu_time_millis_training 47.592905999998436 usercpu_time_millis_training 40.0448640000004 usercpu_time_millis_training 32.0519749999999 wall_clock_time_millis 29.390335083007812 wall_clock_time_millis 23.881912231445312 wall_clock_time_millis 21.831989288330078 wall_clock_time_millis 26.77178382873535 wall_clock_time_millis 19.973278045654297 wall_clock_time_millis 22.5372314453125 wall_clock_time_millis 23.88787269592285 wall_clock_time_millis 26.828527450561523 wall_clock_time_millis 23.934364318847656 wall_clock_time_millis 18.937110900878906 wall_clock_time_millis_testing 3.2181739807128906 wall_clock_time_millis_testing 2.9535293579101562 wall_clock_time_millis_testing 2.9451847076416016 wall_clock_time_millis_testing 3.004789352416992 wall_clock_time_millis_testing 2.9158592224121094 wall_clock_time_millis_testing 2.9952526092529297 wall_clock_time_millis_testing 3.057718276977539 wall_clock_time_millis_testing 3.0226707458496094 wall_clock_time_millis_testing 2.9900074005126953 wall_clock_time_millis_testing 2.9022693634033203 wall_clock_time_millis_training 26.172161102294922 wall_clock_time_millis_training 20.928382873535156 wall_clock_time_millis_training 18.886804580688477 wall_clock_time_millis_training 23.76699447631836 wall_clock_time_millis_training 17.057418823242188 wall_clock_time_millis_training 19.54197883605957 wall_clock_time_millis_training 20.830154418945312 wall_clock_time_millis_training 23.805856704711914 wall_clock_time_millis_training 20.94435691833496 wall_clock_time_millis_training 16.034841537475586 weighted_recall 0.49023861171366595 [0.16129,0.994505] weighted_recall 0.5065217391304347 [0.183453,1] weighted_recall 0.658695652173913 [0.938849,0.230769] weighted_recall 0.7434782608695653 [0.602151,0.961326] weighted_recall 0.7260869565217392 [0.888889,0.475138] weighted_recall 0.7717391304347826 [0.874552,0.61326] weighted_recall 0.5630434782608695 [0.27957,1] weighted_recall 0.6086956521739131 [1,0.005525] weighted_recall 0.4543478260869565 [0.100358,1] weighted_recall 0.4652173913043478 [0.11828,1]