2242631
2702
OpenML_Bot R
145677
Supervised Classification
area_under_roc_curve
5971
mlr.classif.xgboost(6)
346304
eta
0.122606579504908
5971
min_child_weight
52.5266795700115
5971
subsample
0.571955237817019
5971
colsample_bytree
0.778104206547141
5971
colsample_bylevel
0.144187155878171
5971
lambda
0.00169584568269207
5971
alpha
38.6413917598768
5971
nrounds
2730
5971
verbose
0
5971
openml.seed
1
5971
openml.kind
Mersenne-Twister
5971
openml.normal.kind
Inversion
5971
botV1
mlrRandomBot
sciBenchV1.0
4134
Bioresponse
https://www.openml.org/data/download/1681097/phpSSK7iA
-1
5440353
description
https://api.openml.org/data/download/5440353/description15d5c774935.xml
-1
5440354
predictions
https://api.openml.org/data/download/5440354/predictions15d30e8960d.arff
area_under_roc_curve
0.833354 [0.833354,0.833354]
average_cost
0
f_measure
0.76345 [0.735426,0.787106]
kappa
0.522804
kb_relative_information_score
1249.645938
mean_absolute_error
0.349241
mean_prior_absolute_error
0.496431
number_of_instances
3751 [1717,2034]
precision
0.763705 [0.755528,0.770608]
predictive_accuracy
0.764063
prior_entropy
0.994847
recall
0.764063 [0.716366,0.804326]
relative_absolute_error
0.703503
root_mean_prior_squared_error
0.498211
root_mean_squared_error
0.407619
root_relative_squared_error
0.818165
scimark_benchmark
1844.4902596651 [ 955.748295890411, 1310.85374693878, 485.856028959277, 1993.49049429658, 4476.50273224044 ]
total_cost
0
usercpu_time_millis
435.234
usercpu_time_millis_testing
0.548000000000002
usercpu_time_millis_training
434.686
area_under_roc_curve
0.81535 [0.81535,0.81535]
area_under_roc_curve
0.830164 [0.830164,0.830164]
area_under_roc_curve
0.852503 [0.852503,0.852503]
area_under_roc_curve
0.884952 [0.884952,0.884952]
area_under_roc_curve
0.854393 [0.854393,0.854393]
area_under_roc_curve
0.8216 [0.8216,0.8216]
area_under_roc_curve
0.833629 [0.833629,0.833629]
area_under_roc_curve
0.834767 [0.834767,0.834767]
area_under_roc_curve
0.840815 [0.840815,0.840815]
area_under_roc_curve
0.769579 [0.769579,0.769579]
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
0.747281 [0.723032,0.767726]
f_measure
0.774982 [0.745455,0.8]
f_measure
0.796232 [0.768293,0.819905]
f_measure
0.778714 [0.75942,0.795062]
f_measure
0.76236 [0.737463,0.783455]
f_measure
0.72026 [0.69914,0.738155]
f_measure
0.779938 [0.748466,0.806604]
f_measure
0.773769 [0.735849,0.805556]
f_measure
0.782671 [0.750769,0.809412]
f_measure
0.717333 [0.690058,0.740196]
kappa
0.490762
kappa
0.546096
kappa
0.588958
kappa
0.554485
kappa
0.521004
kappa
0.437396
kappa
0.556111
kappa
0.543319
kappa
0.561099
kappa
0.430255
kb_relative_information_score
118.720677
kb_relative_information_score
122.8826
kb_relative_information_score
132.868243
kb_relative_information_score
143.903701
kb_relative_information_score
129.323772
kb_relative_information_score
117.855802
kb_relative_information_score
130.00368
kb_relative_information_score
121.794762
kb_relative_information_score
131.190159
kb_relative_information_score
101.102541
mean_absolute_error
0.35675
mean_absolute_error
0.352232
mean_absolute_error
0.340421
mean_absolute_error
0.326155
mean_absolute_error
0.343894
mean_absolute_error
0.35659
mean_absolute_error
0.34427
mean_absolute_error
0.353715
mean_absolute_error
0.34172
mean_absolute_error
0.376639
mean_prior_absolute_error
0.496406
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496284
mean_prior_absolute_error
0.496284
mean_prior_absolute_error
0.496284
number_of_instances
376 [172,204]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
precision
0.747232 [0.725146,0.765854]
precision
0.77616 [0.778481,0.774194]
precision
0.79809 [0.807692,0.789954]
precision
0.778773 [0.757225,0.79703]
precision
0.762326 [0.748503,0.774038]
precision
0.720776 [0.689266,0.747475]
precision
0.782219 [0.792208,0.773756]
precision
0.778097 [0.795918,0.763158]
precision
0.784631 [0.792208,0.778281]
precision
0.717333 [0.690058,0.740196]
predictive_accuracy
0.74734
predictive_accuracy
0.776
predictive_accuracy
0.797333
predictive_accuracy
0.778667
predictive_accuracy
0.762667
predictive_accuracy
0.72
predictive_accuracy
0.781333
predictive_accuracy
0.776
predictive_accuracy
0.784
predictive_accuracy
0.717333
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
recall
0.74734 [0.72093,0.769608]
recall
0.776 [0.715116,0.827586]
recall
0.797333 [0.732558,0.852217]
recall
0.778667 [0.761628,0.793103]
recall
0.762667 [0.726744,0.793103]
recall
0.72 [0.709302,0.729064]
recall
0.781333 [0.709302,0.842365]
recall
0.776 [0.684211,0.852941]
recall
0.784 [0.71345,0.843137]
recall
0.717333 [0.690058,0.740196]
relative_absolute_error
0.718666
relative_absolute_error
0.709418
relative_absolute_error
0.685629
relative_absolute_error
0.656897
relative_absolute_error
0.692625
relative_absolute_error
0.718194
relative_absolute_error
0.693382
relative_absolute_error
0.712727
relative_absolute_error
0.688559
relative_absolute_error
0.758918
root_mean_prior_squared_error
0.498186
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498063
root_mean_prior_squared_error
0.498063
root_mean_prior_squared_error
0.498063
root_mean_squared_error
0.416943
root_mean_squared_error
0.409675
root_mean_squared_error
0.397538
root_mean_squared_error
0.380066
root_mean_squared_error
0.397949
root_mean_squared_error
0.415461
root_mean_squared_error
0.404418
root_mean_squared_error
0.408302
root_mean_squared_error
0.40163
root_mean_squared_error
0.441372
root_relative_squared_error
0.836921
root_relative_squared_error
0.822162
root_relative_squared_error
0.797805
root_relative_squared_error
0.762741
root_relative_squared_error
0.798631
root_relative_squared_error
0.833775
root_relative_squared_error
0.811612
root_relative_squared_error
0.819779
root_relative_squared_error
0.806384
root_relative_squared_error
0.886177
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