2298403
2702
OpenML_Bot R
145677
Supervised Classification
area_under_roc_curve
5971
mlr.classif.xgboost(6)
386189
eta
0.00859601374152349
5971
max_depth
12
5971
min_child_weight
4.8882241531168
5971
subsample
0.73896533974912
5971
colsample_bytree
0.937587490770966
5971
colsample_bylevel
0.144966835388914
5971
lambda
11.1170762751977
5971
alpha
0.0055935750754775
5971
nrounds
4488
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
5552637
description
https://api.openml.org/data/download/5552637/description3754ae30e47.xml
-1
5552638
predictions
https://api.openml.org/data/download/5552638/predictions3755f3f004b.arff
area_under_roc_curve
0.885761 [0.885761,0.885761]
average_cost
0
f_measure
0.809899 [0.789224,0.827352]
kappa
0.616663
kb_relative_information_score
1980.492676
mean_absolute_error
0.244486
mean_prior_absolute_error
0.496431
number_of_instances
3751 [1717,2034]
precision
0.809979 [0.802529,0.816268]
predictive_accuracy
0.810184
prior_entropy
0.994847
recall
0.810184 [0.776354,0.838741]
relative_absolute_error
0.492488
root_mean_prior_squared_error
0.498211
root_mean_squared_error
0.370548
root_relative_squared_error
0.743758
scimark_benchmark
1817.8981395264 [ 945.387880758808, 1306.41017491525, 492.542121100917, 1993.49049429658, 4351.66002656043 ]
total_cost
0
usercpu_time_millis
2966.413
usercpu_time_millis_testing
4.75800000000078
usercpu_time_millis_training
2961.655
area_under_roc_curve
0.88526 [0.88526,0.88526]
area_under_roc_curve
0.885926 [0.885926,0.885926]
area_under_roc_curve
0.900103 [0.900103,0.900103]
area_under_roc_curve
0.924791 [0.924791,0.924791]
area_under_roc_curve
0.889363 [0.889363,0.889363]
area_under_roc_curve
0.86625 [0.86625,0.86625]
area_under_roc_curve
0.870403 [0.870403,0.870403]
area_under_roc_curve
0.891584 [0.891584,0.891584]
area_under_roc_curve
0.886596 [0.886596,0.886596]
area_under_roc_curve
0.862745 [0.862745,0.862745]
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
0.808663 [0.793103,0.821782]
f_measure
0.804961 [0.783383,0.823245]
f_measure
0.809886 [0.785498,0.830549]
f_measure
0.84026 [0.831461,0.847716]
f_measure
0.812915 [0.791667,0.830918]
f_measure
0.799742 [0.778761,0.817518]
f_measure
0.789061 [0.766962,0.807786]
f_measure
0.822829 [0.796296,0.84507]
f_measure
0.828668 [0.806061,0.847619]
f_measure
0.781101 [0.757396,0.800971]
kappa
0.614929
kappa
0.606766
kappa
0.616515
kappa
0.679505
kappa
0.622758
kappa
0.596352
kappa
0.574824
kappa
0.642207
kappa
0.654039
kappa
0.558418
kb_relative_information_score
198.899121
kb_relative_information_score
196.365262
kb_relative_information_score
202.120123
kb_relative_information_score
218.028284
kb_relative_information_score
194.253569
kb_relative_information_score
190.786277
kb_relative_information_score
191.425592
kb_relative_information_score
200.662394
kb_relative_information_score
205.251414
kb_relative_information_score
182.700638
mean_absolute_error
0.243411
mean_absolute_error
0.247627
mean_absolute_error
0.239019
mean_absolute_error
0.219953
mean_absolute_error
0.249308
mean_absolute_error
0.254457
mean_absolute_error
0.250947
mean_absolute_error
0.242092
mean_absolute_error
0.235436
mean_absolute_error
0.262617
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
0.808999 [0.784091,0.83]
precision
0.805156 [0.8,0.809524]
precision
0.811085 [0.81761,0.805556]
precision
0.84224 [0.804348,0.874346]
precision
0.813244 [0.810976,0.815166]
precision
0.79977 [0.790419,0.807692]
precision
0.789072 [0.778443,0.798077]
precision
0.825552 [0.843137,0.810811]
precision
0.82973 [0.836478,0.824074]
precision
0.781047 [0.766467,0.793269]
predictive_accuracy
0.808511
predictive_accuracy
0.805333
predictive_accuracy
0.810667
predictive_accuracy
0.84
predictive_accuracy
0.813333
predictive_accuracy
0.8
predictive_accuracy
0.789333
predictive_accuracy
0.824
predictive_accuracy
0.829333
predictive_accuracy
0.781333
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
0.808511 [0.802326,0.813725]
recall
0.805333 [0.767442,0.837438]
recall
0.810667 [0.755814,0.857143]
recall
0.84 [0.860465,0.82266]
recall
0.813333 [0.773256,0.847291]
recall
0.8 [0.767442,0.827586]
recall
0.789333 [0.755814,0.817734]
recall
0.824 [0.754386,0.882353]
recall
0.829333 [0.777778,0.872549]
recall
0.781333 [0.748538,0.808824]
relative_absolute_error
0.490347
relative_absolute_error
0.498736
relative_absolute_error
0.481399
relative_absolute_error
0.443
relative_absolute_error
0.502122
relative_absolute_error
0.512493
relative_absolute_error
0.505423
relative_absolute_error
0.487809
relative_absolute_error
0.474398
relative_absolute_error
0.529167
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
0.376234
root_mean_squared_error
0.367601
root_mean_squared_error
0.362013
root_mean_squared_error
0.331486
root_mean_squared_error
0.368328
root_mean_squared_error
0.384383
root_mean_squared_error
0.386353
root_mean_squared_error
0.36201
root_mean_squared_error
0.367166
root_mean_squared_error
0.396087
root_relative_squared_error
0.755208
root_relative_squared_error
0.737727
root_relative_squared_error
0.726511
root_relative_squared_error
0.665247
root_relative_squared_error
0.739186
root_relative_squared_error
0.771404
root_relative_squared_error
0.775358
root_relative_squared_error
0.726836
root_relative_squared_error
0.737187
root_relative_squared_error
0.795255
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