10228511
8323
Heinrich Peters
3
Supervised Classification
12677
sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier(2)
8153735
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
39113
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.1
12677
verbose
0
12677
openml-python
Sklearn_0.21.2.
3
kr-vs-kp
https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff
-1
21378317
description
https://api.openml.org/data/download/21378317/description.xml
-1
21378318
predictions
https://api.openml.org/data/download/21378318/predictions.arff
area_under_roc_curve
0.9997161145319933 [0.999716,0.999716]
average_cost
0
f_measure
0.9943678008290376 [0.994611,0.994102]
kappa
0.9887130109193104
kb_relative_information_score
0.9858597110534507
mean_absolute_error
0.00756178155205713
mean_prior_absolute_error
0.49901358092237413
number_of_instances
3196 [1669,1527]
precision
0.9943684221144026 [0.994016,0.994754]
predictive_accuracy
0.9943679599499374
prior_entropy
0.998575539213492
recall
0.9943679599499374 [0.995207,0.993451]
relative_absolute_error
0.015153458425079275
root_mean_prior_squared_error
0.49950623821173523
root_mean_squared_error
0.06705293868409584
root_relative_squared_error
0.1342384409935494
total_cost
0
area_under_roc_curve
0.9999608625885484 [0.999961,0.999961]
area_under_roc_curve
0.9992563891824193 [0.999256,0.999256]
area_under_roc_curve
0.9998434503541935 [0.999843,0.999843]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9997243877470666 [0.999724,0.999724]
area_under_roc_curve
0.9986802710368736 [0.99868,0.99868]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
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
0.99375 [0.994012,0.993464]
f_measure
0.9843818718908512 [0.984802,0.983923]
f_measure
0.9937480419799499 [0.994048,0.993421]
f_measure
1 [1,1]
f_measure
0.9968753973843552 [0.996997,0.996743]
f_measure
1 [1,1]
f_measure
0.9905911641086907 [0.991045,0.990099]
f_measure
0.9874514168413372 [0.988166,0.986667]
f_measure
1 [1,1]
f_measure
0.9968656358707234 [0.996997,0.996721]
kappa
0.987476028335486
kappa
0.9687329008051279
kappa
0.9874691623918237
kappa
1
kappa
0.9937397292432897
kappa
1
kappa
0.9811454577693716
kappa
0.9748363177407905
kappa
1
kappa
0.9937183703207766
kb_relative_information_score
0.98520179535869
kb_relative_information_score
0.9681080688602901
kb_relative_information_score
0.9834505178136912
kb_relative_information_score
0.9902100895391702
kb_relative_information_score
0.9918091120218833
kb_relative_information_score
0.9974459203601914
kb_relative_information_score
0.9793100312392707
kb_relative_information_score
0.9725015679480609
kb_relative_information_score
0.9967910224633778
kb_relative_information_score
0.9937680509157849
mean_absolute_error
0.007825885718433054
mean_absolute_error
0.016251231130362566
mean_absolute_error
0.008891477604641838
mean_absolute_error
0.005571624794383481
mean_absolute_error
0.004540489090233828
mean_absolute_error
0.001722942881352953
mean_absolute_error
0.010894711124549506
mean_absolute_error
0.014247005721760181
mean_absolute_error
0.002152064524232747
mean_absolute_error
0.003522160479501877
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.49909524173611874
mean_prior_absolute_error
0.4989560481570598
mean_prior_absolute_error
0.4989560481570598
mean_prior_absolute_error
0.4989560481570598
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
319 [166,153]
number_of_instances
319 [167,152]
number_of_instances
319 [167,152]
number_of_instances
319 [167,152]
precision
0.99375 [0.994012,0.993464]
precision
0.9848694620253164 [1,0.968354]
precision
0.9938239644970415 [0.988166,1]
precision
1 [1,1]
precision
0.9968952922077922 [1,0.993506]
precision
1 [1,1]
precision
0.9907625530967706 [0.982249,1]
precision
0.9877541293149279 [0.976608,1]
precision
1 [1,1]
precision
0.9968856926260579 [1,0.993464]
predictive_accuracy
0.99375
predictive_accuracy
0.984375
predictive_accuracy
0.99375
predictive_accuracy
1
predictive_accuracy
0.996875
predictive_accuracy
1
predictive_accuracy
0.9905956112852665
predictive_accuracy
0.9874608150470219
predictive_accuracy
1
predictive_accuracy
0.9968652037617555
prior_entropy
0.9986191629215038
prior_entropy
0.9986191629215038
prior_entropy
0.9986191629215038
prior_entropy
0.9986191629215038
prior_entropy
0.9986191629215038
prior_entropy
0.9986191629215038
prior_entropy
0.9988113175509788
prior_entropy
0.9984094255154751
prior_entropy
0.9984094255154751
prior_entropy
0.9984094255154751
recall
0.99375 [0.994012,0.993464]
recall
0.984375 [0.97006,1]
recall
0.99375 [1,0.986928]
recall
1 [1,1]
recall
0.996875 [0.994012,1]
recall
1 [1,1]
recall
0.9905956112852664 [1,0.980392]
recall
0.987460815047022 [1,0.973684]
recall
1 [1,1]
recall
0.9968652037617555 [0.994012,1]
relative_absolute_error
0.015682236068377854
relative_absolute_error
0.032565725102250226
relative_absolute_error
0.017817567980101725
relative_absolute_error
0.011164938826559279
relative_absolute_error
0.009098653410083042
relative_absolute_error
0.0034525928399473443
relative_absolute_error
0.02182892204432145
relative_absolute_error
0.028553628670065855
relative_absolute_error
0.004313134457797628
relative_absolute_error
0.0070590595955521565
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995879730599906
root_mean_prior_squared_error
0.49944864525507615
root_mean_prior_squared_error
0.49944864525507615
root_mean_prior_squared_error
0.49944864525507615
root_mean_squared_error
0.06711276160355567
root_mean_squared_error
0.11309970136613698
root_mean_squared_error
0.07796729137657371
root_mean_squared_error
0.04064507117190937
root_mean_squared_error
0.04003588942655954
root_mean_squared_error
0.009209213476648005
root_mean_squared_error
0.08332206732295813
root_mean_squared_error
0.10073408282690735
root_mean_squared_error
0.011329846103262113
root_mean_squared_error
0.03208165812533372
root_relative_squared_error
0.13435413725149384
root_relative_squared_error
0.22641614556424203
root_relative_squared_error
0.15608399828059544
root_relative_squared_error
0.0813680340422488
root_relative_squared_error
0.08014850312338555
root_relative_squared_error
0.01843607537309745
root_relative_squared_error
0.1667815716471477
root_relative_squared_error
0.2016905717613087
root_relative_squared_error
0.022684706848039974
root_relative_squared_error
0.06423414785507953
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
4021.3320000000294
usercpu_time_millis
4295.406000000185
usercpu_time_millis
6476.943999999776
usercpu_time_millis
3733.698000000004
usercpu_time_millis
3993.069999999989
usercpu_time_millis
3629.5359999999164
usercpu_time_millis
5112.053999999944
usercpu_time_millis
4353.900000000067
usercpu_time_millis
4780.7359999999335
usercpu_time_millis
3965.232000000242
usercpu_time_millis_testing
105.03399999993235
usercpu_time_millis_testing
5.342000000155167
usercpu_time_millis_testing
136.14799999982097
usercpu_time_millis_testing
5.298000000038883
usercpu_time_millis_testing
16.75399999999172
usercpu_time_millis_testing
8.023999999977605
usercpu_time_millis_testing
5.312000000003536
usercpu_time_millis_testing
22.868000000016764
usercpu_time_millis_testing
5.3699999998571
usercpu_time_millis_testing
5.24400000017522
usercpu_time_millis_training
3916.298000000097
usercpu_time_millis_training
4290.064000000029
usercpu_time_millis_training
6340.795999999955
usercpu_time_millis_training
3728.399999999965
usercpu_time_millis_training
3976.315999999997
usercpu_time_millis_training
3621.511999999939
usercpu_time_millis_training
5106.74199999994
usercpu_time_millis_training
4331.03200000005
usercpu_time_millis_training
4775.366000000076
usercpu_time_millis_training
3959.9880000000667
wall_clock_time_millis
709.1450691223145
wall_clock_time_millis
771.759033203125
wall_clock_time_millis
1225.40283203125
wall_clock_time_millis
642.4236297607422
wall_clock_time_millis
690.6707286834717
wall_clock_time_millis
619.523286819458
wall_clock_time_millis
959.6517086029053
wall_clock_time_millis
774.3327617645264
wall_clock_time_millis
839.9868011474609
wall_clock_time_millis
690.8679008483887
wall_clock_time_millis_testing
16.165971755981445
wall_clock_time_millis_testing
2.1190643310546875
wall_clock_time_millis_testing
26.423931121826172
wall_clock_time_millis_testing
2.093791961669922
wall_clock_time_millis_testing
2.1948814392089844
wall_clock_time_millis_testing
2.094268798828125
wall_clock_time_millis_testing
2.0987987518310547
wall_clock_time_millis_testing
3.2911300659179688
wall_clock_time_millis_testing
2.130746841430664
wall_clock_time_millis_testing
2.090930938720703
wall_clock_time_millis_training
692.979097366333
wall_clock_time_millis_training
769.6399688720703
wall_clock_time_millis_training
1198.9789009094238
wall_clock_time_millis_training
640.3298377990723
wall_clock_time_millis_training
688.4758472442627
wall_clock_time_millis_training
617.4290180206299
wall_clock_time_millis_training
957.5529098510742
wall_clock_time_millis_training
771.0416316986084
wall_clock_time_millis_training
837.8560543060303
wall_clock_time_millis_training
688.776969909668