7834574
2702
OpenML_Bot R
9976
Supervised Classification
6767
mlr.classif.xgboost(9)
5866262
eta
0.00256349366674028
6767
max_depth
8
6767
min_child_weight
10.04229507406
6767
subsample
0.494401153596118
6767
colsample_bytree
0.759212105069309
6767
colsample_bylevel
0.839111532550305
6767
lambda
0.00393395571757354
6767
alpha
2.55189153163696
6767
nthread
1
6767
nrounds
2607
6767
verbose
0
6767
openml.seed
1
6767
openml.kind
Mersenne-Twister
6767
openml.normal.kind
Inversion
6767
AzureBot11
botV1
mlrRandomBot
sciBenchV1.0
1485
madelon
https://www.openml.org/data/download/1590986/phpfLuQE4
-1
16592905
description
https://api.openml.org/data/download/16592905/description6f0a7847de97.xml
-1
16592906
predictions
https://api.openml.org/data/download/16592906/predictions6f0a2b41fe11.arff
area_under_roc_curve
0.871799 [0.871799,0.871799]
average_cost
0
f_measure
0.799117 [0.794326,0.803907]
kappa
0.598462
kb_relative_information_score
801.248754
mean_absolute_error
0.367543
mean_prior_absolute_error
0.5
number_of_instances
2600 [1300,1300]
precision
0.799913 [0.814216,0.785609]
predictive_accuracy
0.799231
prior_entropy
1
recall
0.799231 [0.775385,0.823077]
relative_absolute_error
0.735085
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.400384
root_relative_squared_error
0.800768
scimark_benchmark
1283.33852686648 [ 1302.68704871557, 871.807392574488, 438.830298995393, 1670.13038974211, 2133.23750430482 ]
total_cost
0
usercpu_time_millis
5864.728
usercpu_time_millis_testing
3.27099999999791
usercpu_time_millis_training
5861.457
area_under_roc_curve
0.87787 [0.87787,0.87787]
area_under_roc_curve
0.874142 [0.874142,0.874142]
area_under_roc_curve
0.869349 [0.869349,0.869349]
area_under_roc_curve
0.890828 [0.890828,0.890828]
area_under_roc_curve
0.886627 [0.886627,0.886627]
area_under_roc_curve
0.885799 [0.885799,0.885799]
area_under_roc_curve
0.859822 [0.859822,0.859822]
area_under_roc_curve
0.850118 [0.850118,0.850118]
area_under_roc_curve
0.827396 [0.827396,0.827396]
area_under_roc_curve
0.89497 [0.89497,0.89497]
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
0.815286 [0.811024,0.819549]
f_measure
0.792259 [0.795455,0.789062]
f_measure
0.810527 [0.79668,0.824373]
f_measure
0.842193 [0.837945,0.846442]
f_measure
0.796151 [0.795367,0.796935]
f_measure
0.799573 [0.790323,0.808824]
f_measure
0.765214 [0.758893,0.771536]
f_measure
0.788458 [0.789272,0.787645]
f_measure
0.77691 [0.775194,0.778626]
f_measure
0.803355 [0.793522,0.813187]
kappa
0.630769
kappa
0.584615
kappa
0.623077
kappa
0.684615
kappa
0.592308
kappa
0.6
kappa
0.530769
kappa
0.576923
kappa
0.553846
kappa
0.607692
kb_relative_information_score
79.921042
kb_relative_information_score
82.680352
kb_relative_information_score
79.135883
kb_relative_information_score
86.359324
kb_relative_information_score
83.481544
kb_relative_information_score
84.501463
kb_relative_information_score
77.047075
kb_relative_information_score
74.377203
kb_relative_information_score
70.144972
kb_relative_information_score
83.599895
mean_absolute_error
0.368525
mean_absolute_error
0.362897
mean_absolute_error
0.369948
mean_absolute_error
0.358139
mean_absolute_error
0.361472
mean_absolute_error
0.359568
mean_absolute_error
0.371721
mean_absolute_error
0.377163
mean_absolute_error
0.384541
mean_absolute_error
0.361453
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
number_of_instances
260 [130,130]
precision
0.816058 [0.830645,0.801471]
precision
0.792585 [0.783582,0.801587]
precision
0.818338 [0.864865,0.771812]
precision
0.843303 [0.861789,0.824818]
precision
0.796171 [0.79845,0.793893]
precision
0.802578 [0.830508,0.774648]
precision
0.766156 [0.780488,0.751825]
precision
0.788479 [0.78626,0.790698]
precision
0.776989 [0.78125,0.772727]
precision
0.806915 [0.837607,0.776224]
predictive_accuracy
0.815385
predictive_accuracy
0.792308
predictive_accuracy
0.811538
predictive_accuracy
0.842308
predictive_accuracy
0.796154
predictive_accuracy
0.8
predictive_accuracy
0.765385
predictive_accuracy
0.788462
predictive_accuracy
0.776923
predictive_accuracy
0.803846
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
recall
0.815385 [0.792308,0.838462]
recall
0.792308 [0.807692,0.776923]
recall
0.811538 [0.738462,0.884615]
recall
0.842308 [0.815385,0.869231]
recall
0.796154 [0.792308,0.8]
recall
0.8 [0.753846,0.846154]
recall
0.765385 [0.738462,0.792308]
recall
0.788462 [0.792308,0.784615]
recall
0.776923 [0.769231,0.784615]
recall
0.803846 [0.753846,0.853846]
relative_absolute_error
0.73705
relative_absolute_error
0.725795
relative_absolute_error
0.739896
relative_absolute_error
0.716278
relative_absolute_error
0.722943
relative_absolute_error
0.719136
relative_absolute_error
0.743443
relative_absolute_error
0.754325
relative_absolute_error
0.769081
relative_absolute_error
0.722906
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.399253
root_mean_squared_error
0.397209
root_mean_squared_error
0.403385
root_mean_squared_error
0.390024
root_mean_squared_error
0.393256
root_mean_squared_error
0.392668
root_mean_squared_error
0.405751
root_mean_squared_error
0.410184
root_mean_squared_error
0.419612
root_mean_squared_error
0.391487
root_relative_squared_error
0.798505
root_relative_squared_error
0.794417
root_relative_squared_error
0.80677
root_relative_squared_error
0.780049
root_relative_squared_error
0.786513
root_relative_squared_error
0.785335
root_relative_squared_error
0.811501
root_relative_squared_error
0.820367
root_relative_squared_error
0.839224
root_relative_squared_error
0.782973
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