2298065
2702
OpenML_Bot R
145677
Supervised Classification
area_under_roc_curve
5971
mlr.classif.xgboost(6)
385953
eta
0.272035882466055
5971
max_depth
1
5971
min_child_weight
1.61562605122938
5971
subsample
0.527499094000086
5971
colsample_bytree
0.417329454096034
5971
colsample_bylevel
0.75003485311754
5971
lambda
0.255630499271053
5971
alpha
0.00780978708489264
5971
nrounds
2515
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
5551905
description
https://api.openml.org/data/download/5551905/description42b764b156e7.xml
-1
5551906
predictions
https://api.openml.org/data/download/5551906/predictions42b727d6dba8.arff
area_under_roc_curve
0.850874 [0.850874,0.850874]
average_cost
0
f_measure
0.78346 [0.759846,0.803394]
kappa
0.563342
kb_relative_information_score
1851.097868
mean_absolute_error
0.259359
mean_prior_absolute_error
0.496431
number_of_instances
3751 [1717,2034]
precision
0.783494 [0.772892,0.792444]
predictive_accuracy
0.783791
prior_entropy
0.994847
recall
0.783791 [0.747234,0.814651]
relative_absolute_error
0.522447
root_mean_prior_squared_error
0.498211
root_mean_squared_error
0.401457
root_relative_squared_error
0.805796
scimark_benchmark
1809.88551847993 [ 942.832778378378, 1310.85374693877, 492.542121100917, 1985.93939393939, 4317.25955204216 ]
total_cost
0
usercpu_time_millis
618.934
usercpu_time_millis_testing
0.605999999999923
usercpu_time_millis_training
618.328
area_under_roc_curve
0.847555 [0.847555,0.847555]
area_under_roc_curve
0.849754 [0.849754,0.849754]
area_under_roc_curve
0.85995 [0.85995,0.85995]
area_under_roc_curve
0.887387 [0.887387,0.887387]
area_under_roc_curve
0.844856 [0.844856,0.844856]
area_under_roc_curve
0.842049 [0.842049,0.842049]
area_under_roc_curve
0.85067 [0.85067,0.85067]
area_under_roc_curve
0.848842 [0.848842,0.848842]
area_under_roc_curve
0.851393 [0.851393,0.851393]
area_under_roc_curve
0.828288 [0.828288,0.828288]
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
0.76335 [0.742029,0.781327]
f_measure
0.797237 [0.777778,0.813725]
f_measure
0.788464 [0.761329,0.811456]
f_measure
0.816171 [0.802292,0.82793]
f_measure
0.761877 [0.732733,0.786571]
f_measure
0.778381 [0.755162,0.798054]
f_measure
0.7729 [0.747774,0.794189]
f_measure
0.801354 [0.771605,0.826291]
f_measure
0.802335 [0.779762,0.821256]
f_measure
0.75194 [0.727273,0.772616]
kappa
0.523359
kappa
0.591515
kappa
0.573305
kappa
0.630288
kappa
0.519722
kappa
0.553296
kappa
0.542125
kappa
0.598838
kappa
0.601121
kappa
0.499892
kb_relative_information_score
180.219731
kb_relative_information_score
182.610371
kb_relative_information_score
186.737173
kb_relative_information_score
200.682995
kb_relative_information_score
179.713975
kb_relative_information_score
179.615423
kb_relative_information_score
183.786355
kb_relative_information_score
193.616996
kb_relative_information_score
191.755567
kb_relative_information_score
172.359281
mean_absolute_error
0.265049
mean_absolute_error
0.263846
mean_absolute_error
0.257569
mean_absolute_error
0.240333
mean_absolute_error
0.26558
mean_absolute_error
0.266733
mean_absolute_error
0.259226
mean_absolute_error
0.248847
mean_absolute_error
0.251829
mean_absolute_error
0.274559
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
0.763413 [0.739884,0.783251]
precision
0.797187 [0.782353,0.809756]
precision
0.789521 [0.792453,0.787037]
precision
0.816632 [0.79096,0.838384]
precision
0.762415 [0.757764,0.766355]
precision
0.778373 [0.766467,0.788462]
precision
0.77301 [0.763636,0.780952]
precision
0.803828 [0.816993,0.792793]
precision
0.802417 [0.793939,0.809524]
precision
0.75189 [0.729412,0.770732]
predictive_accuracy
0.763298
predictive_accuracy
0.797333
predictive_accuracy
0.789333
predictive_accuracy
0.816
predictive_accuracy
0.762667
predictive_accuracy
0.778667
predictive_accuracy
0.773333
predictive_accuracy
0.802667
predictive_accuracy
0.802667
predictive_accuracy
0.752
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
0.763298 [0.744186,0.779412]
recall
0.797333 [0.773256,0.817734]
recall
0.789333 [0.732558,0.837438]
recall
0.816 [0.813953,0.817734]
recall
0.762667 [0.709302,0.807882]
recall
0.778667 [0.744186,0.807882]
recall
0.773333 [0.732558,0.807882]
recall
0.802667 [0.730994,0.862745]
recall
0.802667 [0.766082,0.833333]
recall
0.752 [0.725146,0.77451]
relative_absolute_error
0.533936
relative_absolute_error
0.531403
relative_absolute_error
0.51876
relative_absolute_error
0.484045
relative_absolute_error
0.534895
relative_absolute_error
0.537217
relative_absolute_error
0.522097
relative_absolute_error
0.501421
relative_absolute_error
0.507431
relative_absolute_error
0.553231
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
0.409954
root_mean_squared_error
0.401027
root_mean_squared_error
0.395138
root_mean_squared_error
0.370523
root_mean_squared_error
0.405725
root_mean_squared_error
0.408269
root_mean_squared_error
0.40825
root_mean_squared_error
0.396873
root_mean_squared_error
0.393896
root_mean_squared_error
0.422758
root_relative_squared_error
0.822894
root_relative_squared_error
0.804808
root_relative_squared_error
0.792989
root_relative_squared_error
0.74359
root_relative_squared_error
0.814235
root_relative_squared_error
0.81934
root_relative_squared_error
0.819302
root_relative_squared_error
0.796832
root_relative_squared_error
0.790855
root_relative_squared_error
0.848803
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