10228820
8323
Heinrich Peters
3022
Supervised Classification
12677
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)
8153924
l2_regularization
0.0
12677
learning_rate
0.1
12677
loss
"auto"
12677
max_bins
256
12677
max_depth
null
12677
max_iter
100
12677
max_leaf_nodes
31
12677
min_samples_leaf
20
12677
n_iter_no_change
null
12677
random_state
36962
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
12677
verbose
0
12677
openml-python
Sklearn_0.21.2.
307
vowel
https://www.openml.org/data/download/52210/phpd8EoD9
-1
21379014
description
https://api.openml.org/data/download/21379014/description.xml
-1
21379015
predictions
https://api.openml.org/data/download/21379015/predictions.arff
area_under_roc_curve
0.9981616161616161 [1,0.999506,0.99879,0.999321,0.996148,0.997444,0.994247,0.998691,0.998432,0.998568,0.99863]
average_cost
0
f_measure
0.9525923801437424 [1,0.961749,0.954545,0.971751,0.939227,0.906077,0.949721,0.967033,0.938547,0.977778,0.912088]
kappa
0.9477777777777778
kb_relative_information_score
0.9498985585098119
mean_absolute_error
0.010960825133472473
mean_prior_absolute_error
0.16528925619834867
number_of_instances
990 [90,90,90,90,90,90,90,90,90,90,90]
precision
0.9529091965385128 [1,0.946237,0.976744,0.988506,0.934066,0.901099,0.955056,0.956522,0.94382,0.977778,0.902174]
predictive_accuracy
0.9525252525252524
prior_entropy
3.4594316186372627
recall
0.9525252525252526 [1,0.977778,0.933333,0.955556,0.944444,0.911111,0.944444,0.977778,0.933333,0.977778,0.922222]
relative_absolute_error
0.06631299205750783
root_mean_prior_squared_error
0.28747978728803586
root_mean_squared_error
0.08553468041505823
root_relative_squared_error
0.29753284995079704
total_cost
0
area_under_roc_curve
0.9992143658810325 [1,1,1,0.998765,1,0.995062,1,1,1,1,0.997531]
area_under_roc_curve
0.9977553310886643 [1,1,0.998765,1,0.998765,1,0.993827,0.997531,0.998765,0.987654,1]
area_under_roc_curve
0.9962962962962962 [1,1,1,1,0.998765,0.998765,0.97037,0.991358,1,1,1]
area_under_roc_curve
0.9970819304152638 [1,1,1,1,0.981481,0.996296,0.996296,1,0.997531,1,0.996296]
area_under_roc_curve
0.9996632996632997 [1,1,1,1,1,0.997531,0.998765,1,1,1,1]
area_under_roc_curve
0.9985409652076317 [1,1,1,1,0.996296,0.997531,0.997531,0.995062,1,1,0.997531]
area_under_roc_curve
0.9996632996632997 [1,1,1,1,1,1,1,0.998765,0.997531,1,1]
area_under_roc_curve
0.9949494949494951 [1,0.995062,0.990123,0.993827,0.991358,0.990123,0.985185,1,0.998765,1,1]
area_under_roc_curve
0.9988776655443322 [1,0.997531,1,1,1,0.998765,1,1,0.995062,1,0.996296]
area_under_roc_curve
0.9991021324354658 [1,1,0.993827,1,1,1,1,1,1,0.996296,1]
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
0.9594708696875879 [1,1,1,0.941176,0.947368,0.842105,1,1,1,1,0.823529]
f_measure
0.9594708696875879 [1,1,0.941176,0.947368,0.947368,1,0.941176,0.941176,0.947368,0.941176,0.947368]
f_measure
0.9592808893892485 [1,0.941176,0.947368,1,0.941176,0.947368,0.875,0.9,1,1,1]
f_measure
0.929392666157372 [1,1,1,1,0.875,0.8,0.857143,1,0.941176,1,0.75]
f_measure
0.9586988862530658 [1,1,1,1,0.857143,0.8,0.941176,1,1,1,0.947368]
f_measure
0.9700816211652123 [1,1,1,1,0.941176,0.941176,0.947368,0.941176,1,1,0.9]
f_measure
0.9578103011539544 [1,1,0.947368,0.941176,1,1,1,0.9,0.8,0.947368,1]
f_measure
0.9088157112924914 [1,0.8,0.8,0.941176,0.888889,0.842105,0.941176,1,0.888889,0.947368,0.947368]
f_measure
0.9498170560090063 [1,0.9,0.941176,1,1,0.941176,1,1,0.842105,1,0.823529]
f_measure
0.9696031522656909 [1,1,0.941176,0.941176,1,0.947368,1,1,0.947368,0.941176,0.947368]
kappa
0.9555555555555555
kappa
0.9555555555555555
kappa
0.9555555555555555
kappa
0.9222222222222222
kappa
0.9555555555555555
kappa
0.9666666666666667
kappa
0.9555555555555555
kappa
0.8999999999999999
kappa
0.9444444444444444
kappa
0.9666666666666667
kb_relative_information_score
0.9621647617350775
kb_relative_information_score
0.9450716226197816
kb_relative_information_score
0.9582838308801571
kb_relative_information_score
0.9298647047218942
kb_relative_information_score
0.9543609086459888
kb_relative_information_score
0.9614393144808427
kb_relative_information_score
0.964659066973917
kb_relative_information_score
0.9091564579785512
kb_relative_information_score
0.94553841757821
kb_relative_information_score
0.9684464994835953
mean_absolute_error
0.009389070141624687
mean_absolute_error
0.012484386209410246
mean_absolute_error
0.008424276330867302
mean_absolute_error
0.014420133906548255
mean_absolute_error
0.010511846716989052
mean_absolute_error
0.008122527801999721
mean_absolute_error
0.008524324254171088
mean_absolute_error
0.018235777167260176
mean_absolute_error
0.012090803670164334
mean_absolute_error
0.0074051051356899605
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
mean_prior_absolute_error
0.16528925619834728
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
number_of_instances
99 [9,9,9,9,9,9,9,9,9,9,9]
precision
0.9613636363636365 [1,1,1,1,0.9,0.8,1,1,1,1,0.875]
precision
0.9636363636363635 [1,1,1,0.9,0.9,1,1,1,0.9,1,0.9]
precision
0.965289256198347 [1,1,0.9,1,1,0.9,1,0.818182,1,1,1]
precision
0.9394923258559622 [1,1,1,1,1,0.727273,0.75,1,1,1,0.857143]
precision
0.9681818181818181 [1,1,1,1,0.75,1,1,1,1,1,0.9]
precision
0.9743801652892561 [1,1,1,1,1,1,0.9,1,1,1,0.818182]
precision
0.965289256198347 [1,1,0.9,1,1,1,1,0.818182,1,0.9,1]
precision
0.9186409550045913 [1,0.727273,1,1,0.888889,0.8,1,1,0.888889,0.9,0.9]
precision
0.9539256198347107 [1,0.818182,1,1,1,1,1,1,0.8,1,0.875]
precision
0.9727272727272726 [1,1,1,1,1,0.9,1,1,0.9,1,0.9]
predictive_accuracy
0.9595959595959596
predictive_accuracy
0.9595959595959596
predictive_accuracy
0.9595959595959596
predictive_accuracy
0.9292929292929293
predictive_accuracy
0.9595959595959596
predictive_accuracy
0.9696969696969697
predictive_accuracy
0.9595959595959596
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9494949494949495
predictive_accuracy
0.9696969696969697
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
prior_entropy
3.4594316186373035
recall
0.9595959595959596 [1,1,1,0.888889,1,0.888889,1,1,1,1,0.777778]
recall
0.9595959595959596 [1,1,0.888889,1,1,1,0.888889,0.888889,1,0.888889,1]
recall
0.9595959595959596 [1,0.888889,1,1,0.888889,1,0.777778,1,1,1,1]
recall
0.9292929292929293 [1,1,1,1,0.777778,0.888889,1,1,0.888889,1,0.666667]
recall
0.9595959595959596 [1,1,1,1,1,0.666667,0.888889,1,1,1,1]
recall
0.9696969696969697 [1,1,1,1,0.888889,0.888889,1,0.888889,1,1,1]
recall
0.9595959595959596 [1,1,1,0.888889,1,1,1,1,0.666667,1,1]
recall
0.9090909090909091 [1,0.888889,0.666667,0.888889,0.888889,0.888889,0.888889,1,0.888889,1,1]
recall
0.9494949494949495 [1,1,0.888889,1,1,0.888889,1,1,0.888889,1,0.777778]
recall
0.9696969696969697 [1,1,0.888889,0.888889,1,1,1,1,1,0.888889,1]
relative_absolute_error
0.05680387435682929
relative_absolute_error
0.07553053656693191
relative_absolute_error
0.050966871801747124
relative_absolute_error
0.08724181013461686
relative_absolute_error
0.0635966726377837
relative_absolute_error
0.049141293202098264
relative_absolute_error
0.05157216173773503
relative_absolute_error
0.11032645186192395
relative_absolute_error
0.07314936220449414
relative_absolute_error
0.04480088607092421
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_prior_squared_error
0.28747978728803464
root_mean_squared_error
0.07485936724057808
root_mean_squared_error
0.08583143967536692
root_mean_squared_error
0.08185127994557839
root_mean_squared_error
0.10119024203309446
root_mean_squared_error
0.0810541786512457
root_mean_squared_error
0.07651255259946996
root_mean_squared_error
0.06892593008374501
root_mean_squared_error
0.1187322009315949
root_mean_squared_error
0.08821903613702743
root_mean_squared_error
0.06478494601509711
root_relative_squared_error
0.2603987151471426
root_relative_squared_error
0.29856512864805285
root_relative_squared_error
0.28472012143089953
root_relative_squared_error
0.3519908059891143
root_relative_squared_error
0.281947400253344
root_relative_squared_error
0.26614932938853797
root_relative_squared_error
0.2397592218011698
root_relative_squared_error
0.4130106052034661
root_relative_squared_error
0.3068703958954795
root_relative_squared_error
0.22535478624863156
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
21074.02600000205
usercpu_time_millis
25407.11999999985
usercpu_time_millis
21989.902000001166
usercpu_time_millis
22675.18399999608
usercpu_time_millis
22849.178000000393
usercpu_time_millis
28244.292000003043
usercpu_time_millis
36235.30600000231
usercpu_time_millis
20472.967999998218
usercpu_time_millis
18786.18600000118
usercpu_time_millis
19779.30600000036
usercpu_time_millis_testing
150.71800000077928
usercpu_time_millis_testing
440.6580000031681
usercpu_time_millis_testing
129.76200000048266
usercpu_time_millis_testing
134.45399999909569
usercpu_time_millis_testing
130.7459999989078
usercpu_time_millis_testing
135.22200000079465
usercpu_time_millis_testing
152.0860000018729
usercpu_time_millis_testing
126.29399999786983
usercpu_time_millis_testing
138.7780000004568
usercpu_time_millis_testing
147.4259999995411
usercpu_time_millis_training
20923.30800000127
usercpu_time_millis_training
24966.46199999668
usercpu_time_millis_training
21860.140000000683
usercpu_time_millis_training
22540.729999996984
usercpu_time_millis_training
22718.432000001485
usercpu_time_millis_training
28109.070000002248
usercpu_time_millis_training
36083.22000000044
usercpu_time_millis_training
20346.67400000035
usercpu_time_millis_training
18647.408000000723
usercpu_time_millis_training
19631.88000000082
wall_clock_time_millis
3016.481637954712
wall_clock_time_millis
4127.564191818237
wall_clock_time_millis
3315.877914428711
wall_clock_time_millis
3420.1695919036865
wall_clock_time_millis
3497.097969055176
wall_clock_time_millis
4622.076034545898
wall_clock_time_millis
6511.124849319458
wall_clock_time_millis
2899.451971054077
wall_clock_time_millis
2511.2407207489014
wall_clock_time_millis
2733.6137294769287
wall_clock_time_millis_testing
20.323753356933594
wall_clock_time_millis_testing
84.39207077026367
wall_clock_time_millis_testing
16.81685447692871
wall_clock_time_millis_testing
17.696857452392578
wall_clock_time_millis_testing
16.764163970947266
wall_clock_time_millis_testing
18.172025680541992
wall_clock_time_millis_testing
21.89493179321289
wall_clock_time_millis_testing
15.935897827148438
wall_clock_time_millis_testing
18.452882766723633
wall_clock_time_millis_testing
20.531892776489258
wall_clock_time_millis_training
2996.1578845977783
wall_clock_time_millis_training
4043.1721210479736
wall_clock_time_millis_training
3299.061059951782
wall_clock_time_millis_training
3402.472734451294
wall_clock_time_millis_training
3480.3338050842285
wall_clock_time_millis_training
4603.904008865356
wall_clock_time_millis_training
6489.229917526245
wall_clock_time_millis_training
2883.5160732269287
wall_clock_time_millis_training
2492.7878379821777
wall_clock_time_millis_training
2713.0818367004395