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]