10437700
10468
Nicolas Hug
9946
Supervised Classification
17374
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(4)
8260841
l2_regularization
0.0
17370
learning_rate
0.1
17370
loss
"auto"
17370
max_bins
255
17370
max_depth
null
17370
max_iter
100
17370
max_leaf_nodes
31
17370
min_samples_leaf
20
17370
n_iter_no_change
null
17370
random_state
31209
17370
scoring
null
17370
tol
1e-07
17370
validation_fraction
0.1
17370
verbose
0
17370
warm_start
false
17370
cv
null
17374
error_score
NaN
17374
iid
"deprecated"
17374
n_iter
100
17374
n_jobs
null
17374
param_distributions
{"l2_regularization": {"oml-python:serialized_object": "rv_frozen", "value": {"dist": "scipy.stats._continuous_distns.reciprocal_gen", "a": -Infinity, "b": Infinity, "args": [0.0001, 1], "kwds": {}}}, "learning_rate": {"oml-python:serialized_object": "rv_frozen", "value": {"dist": "scipy.stats._continuous_distns.reciprocal_gen", "a": -Infinity, "b": Infinity, "args": [0.0001, 1], "kwds": {}}}, "max_depth": [5, 6, 7, 8, 9, 1000], "max_leaf_nodes": [30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "min_samples_leaf": [2, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]}
17374
pre_dispatch
"2*n_jobs"
17374
random_state
0
17374
refit
true
17374
return_train_score
false
17374
scoring
null
17374
verbose
0
17374
openml-python
Sklearn_0.23.dev0.
1510
wdbc
https://www.openml.org/data/download/1592318/phpAmSP4g
-1
21799599
description
https://api.openml.org/data/download/21799599/description.xml
-1
21799600
predictions
https://api.openml.org/data/download/21799600/predictions.arff
-1
21799601
trace
https://api.openml.org/data/download/21799601/trace.arff
area_under_roc_curve
0.9931029015379736 [0.993103,0.993103]
average_cost
0
f_measure
0.968270322314814 [0.975,0.956938]
kappa
0.9319459394809233
kb_relative_information_score
0.928444439420168
mean_absolute_error
0.03310659346923142
mean_prior_absolute_error
0.46764379083961705
weighted_recall
0.968365553602812 [0.983193,0.943396]
number_of_instances
569 [357,212]
precision
0.9684070119962823 [0.966942,0.970874]
predictive_accuracy
0.968365553602812
prior_entropy
0.9526357368194003
relative_absolute_error
0.0707944681779933
root_mean_prior_squared_error
0.4834927399189952
root_mean_squared_error
0.1572054197020306
root_relative_squared_error
0.32514535736021377
total_cost
0
unweighted_recall
0.9632947518630093 [0.983193,0.943396]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9973544973544973 [0.997354,0.997354]
area_under_roc_curve
0.9761904761904762 [0.97619,0.97619]
area_under_roc_curve
0.9973544973544973 [0.997354,0.997354]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9828042328042327 [0.982804,0.982804]
area_under_roc_curve
0.9922077922077922 [0.992208,0.992208]
area_under_roc_curve
0.9896103896103896 [0.98961,0.98961]
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
0.9825365904115021 [0.985915,0.976744]
f_measure
0.9823623542652152 [0.986301,0.97561]
f_measure
0.9823623542652152 [0.986301,0.97561]
f_measure
0.9470870627956459 [0.958904,0.926829]
f_measure
0.9825365904115021 [0.985915,0.976744]
f_measure
0.9823623542652152 [0.986301,0.97561]
f_measure
0.9463967611336033 [0.96,0.923077]
f_measure
0.9823756902902523 [0.985915,0.976744]
f_measure
0.9118784514512616 [0.929577,0.883721]
f_measure
0.982221098752949 [0.985507,0.976744]
kappa
0.9626719056974459
kappa
0.9619238476953906
kappa
0.9619238476953906
kappa
0.8857715430861722
kappa
0.9626719056974459
kappa
0.9619238476953906
kappa
0.8834355828220858
kappa
0.9626719056974459
kappa
0.8133595284872297
kappa
0.9622641509433961
kb_relative_information_score
0.9746109037467419
kb_relative_information_score
0.9511836294126779
kb_relative_information_score
0.939909543136784
kb_relative_information_score
0.9040614977753602
kb_relative_information_score
0.9636743976399303
kb_relative_information_score
0.9371804896211039
kb_relative_information_score
0.8600311989781868
kb_relative_information_score
0.9561511709218581
kb_relative_information_score
0.8381723739258666
kb_relative_information_score
0.9607370190348393
mean_absolute_error
0.01156666402963443
mean_absolute_error
0.02343817586065932
mean_absolute_error
0.02941297851380191
mean_absolute_error
0.04335791272932159
mean_absolute_error
0.016151867195158626
mean_absolute_error
0.030633817058334796
mean_absolute_error
0.0640725629903118
mean_absolute_error
0.021137893605100343
mean_absolute_error
0.07309746779993512
mean_absolute_error
0.017930344935785405
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4665867821919071
mean_prior_absolute_error
0.4710418778996528
mean_prior_absolute_error
0.4710418778996528
mean_prior_absolute_error
0.4682574430823117
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [36,21]
number_of_instances
57 [35,22]
number_of_instances
57 [35,22]
number_of_instances
56 [35,21]
precision
0.9832535885167464 [1,0.954545]
precision
0.9829302987197724 [0.972973,1]
precision
0.9829302987197724 [0.972973,1]
precision
0.9474395448079658 [0.945946,0.95]
precision
0.9832535885167464 [1,0.954545]
precision
0.9829302987197724 [0.972973,1]
precision
0.9514170040485831 [0.923077,1]
precision
0.982943469785575 [0.972222,1]
precision
0.9120718462823725 [0.916667,0.904762]
precision
0.9829545454545455 [1,0.954545]
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9473684210526316
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.9473684210526316
predictive_accuracy
0.9824561403508772
predictive_accuracy
0.912280701754386
predictive_accuracy
0.9821428571428571
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9495176370074769
prior_entropy
0.9626598502888526
prior_entropy
0.9626598502888526
prior_entropy
0.9544459669879928
relative_absolute_error
0.02478995220416909
relative_absolute_error
0.0502332615393704
relative_absolute_error
0.06303860211304561
relative_absolute_error
0.0929257201107092
relative_absolute_error
0.03461706977484708
relative_absolute_error
0.06565513260882541
relative_absolute_error
0.13732185615999462
relative_absolute_error
0.04487476506197906
relative_absolute_error
0.15518252458968682
relative_absolute_error
0.0382916389278484
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4823984047513734
root_mean_prior_squared_error
0.4869941648669064
root_mean_prior_squared_error
0.4869941648669064
root_mean_prior_squared_error
0.4841269273621067
root_mean_squared_error
0.07166609625139216
root_mean_squared_error
0.1282704125580964
root_mean_squared_error
0.14481894800479495
root_mean_squared_error
0.17886743047293432
root_mean_squared_error
0.11317202656819111
root_mean_squared_error
0.13694613437440534
root_mean_squared_error
0.2361353551952491
root_mean_squared_error
0.13367311695777248
root_mean_squared_error
0.22980657358936965
root_mean_squared_error
0.11998925366555224
root_relative_squared_error
0.14856205067329903
root_relative_squared_error
0.26590140285436176
root_relative_squared_error
0.3002061088477981
root_relative_squared_error
0.3707877735730118
root_relative_squared_error
0.2346028209328752
root_relative_squared_error
0.2838859602883366
root_relative_squared_error
0.4895027696390342
root_relative_squared_error
0.2744860751962086
root_relative_squared_error
0.47188773535341005
root_relative_squared_error
0.24784668417298195
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
0.9861111111111112 [0.972222,1]
unweighted_recall
0.9761904761904762 [1,0.952381]
unweighted_recall
0.9761904761904762 [1,0.952381]
unweighted_recall
0.9384920634920635 [0.972222,0.904762]
unweighted_recall
0.9861111111111112 [0.972222,1]
unweighted_recall
0.9761904761904762 [1,0.952381]
unweighted_recall
0.9285714285714286 [1,0.857143]
unweighted_recall
0.9772727272727273 [1,0.954545]
unweighted_recall
0.9032467532467532 [0.942857,0.863636]
unweighted_recall
0.9857142857142858 [0.971429,1]
usercpu_time_millis
1766.7730670000005
usercpu_time_millis
1727.2439519999998
usercpu_time_millis
1761.3839360000006
usercpu_time_millis
1767.5311960000004
usercpu_time_millis
1904.15812
usercpu_time_millis
1817.1416590000006
usercpu_time_millis
1885.8130479999993
usercpu_time_millis
1827.2943520000026
usercpu_time_millis
1816.4470089999973
usercpu_time_millis
1935.2883600000014
usercpu_time_millis_testing
1.878370000000018
usercpu_time_millis_testing
1.945786999999477
usercpu_time_millis_testing
2.0472810000002895
usercpu_time_millis_testing
1.8896710000007033
usercpu_time_millis_testing
1.9533410000001084
usercpu_time_millis_testing
2.093042000000267
usercpu_time_millis_testing
2.068024999999807
usercpu_time_millis_testing
2.1974140000011744
usercpu_time_millis_testing
1.9757289999979832
usercpu_time_millis_testing
1.9507199999999614
usercpu_time_millis_training
1764.8946970000004
usercpu_time_millis_training
1725.2981650000004
usercpu_time_millis_training
1759.3366550000003
usercpu_time_millis_training
1765.6415249999995
usercpu_time_millis_training
1902.204779
usercpu_time_millis_training
1815.0486170000004
usercpu_time_millis_training
1883.7450229999995
usercpu_time_millis_training
1825.0969380000015
usercpu_time_millis_training
1814.4712799999993
usercpu_time_millis_training
1933.3376400000013
wall_clock_time_millis
6992.058753967285
wall_clock_time_millis
6913.608074188232
wall_clock_time_millis
6719.745635986328
wall_clock_time_millis
6693.165063858032
wall_clock_time_millis
7127.992391586304
wall_clock_time_millis
6910.598993301392
wall_clock_time_millis
6833.671569824219
wall_clock_time_millis
6879.966497421265
wall_clock_time_millis
6941.46728515625
wall_clock_time_millis
7021.85320854187
wall_clock_time_millis_testing
1.8787384033203125
wall_clock_time_millis_testing
1.9457340240478516
wall_clock_time_millis_testing
2.0477771759033203
wall_clock_time_millis_testing
1.889944076538086
wall_clock_time_millis_testing
1.9540786743164062
wall_clock_time_millis_testing
2.0933151245117188
wall_clock_time_millis_testing
2.0682811737060547
wall_clock_time_millis_testing
2.1982192993164062
wall_clock_time_millis_testing
1.9762516021728516
wall_clock_time_millis_testing
1.950979232788086
wall_clock_time_millis_training
6990.180015563965
wall_clock_time_millis_training
6911.662340164185
wall_clock_time_millis_training
6717.697858810425
wall_clock_time_millis_training
6691.275119781494
wall_clock_time_millis_training
7126.038312911987
wall_clock_time_millis_training
6908.50567817688
wall_clock_time_millis_training
6831.603288650513
wall_clock_time_millis_training
6877.768278121948
wall_clock_time_millis_training
6939.491033554077
wall_clock_time_millis_training
7019.902229309082
weighted_recall
0.9824561403508771 [0.972222,1]
weighted_recall
0.9824561403508771 [1,0.952381]
weighted_recall
0.9824561403508771 [1,0.952381]
weighted_recall
0.9473684210526315 [0.972222,0.904762]
weighted_recall
0.9824561403508771 [0.972222,1]
weighted_recall
0.9824561403508771 [1,0.952381]
weighted_recall
0.9473684210526315 [1,0.857143]
weighted_recall
0.9824561403508771 [1,0.954545]
weighted_recall
0.9122807017543859 [0.942857,0.863636]
weighted_recall
0.9821428571428571 [0.971429,1]