8089765
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6120155
num.trees
1407
5965
mtry
5
5965
min.node.size
191
5965
replace
FALSE
5965
sample.fraction
0.723215748928487
5965
num.threads
1
5965
verbose
FALSE
5965
openml.seed
1
5965
openml.kind
Mersenne-Twister
5965
openml.normal.kind
Inversion
5965
botV1
mlrRandomBot
sciBenchV10
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
17101797
description
https://api.openml.org/data/download/17101797/description32314426ac97.xml
-1
17101798
predictions
https://api.openml.org/data/download/17101798/predictions323141ec477c.arff
area_under_roc_curve
0.815888 [0.815888,0.815888]
average_cost
0
f_measure
0.745899 [0.821192,0.605428]
kappa
0.430276
kb_relative_information_score
184.963617
mean_absolute_error
0.353095
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.74708 [0.779174,0.687204]
predictive_accuracy
0.753906
prior_entropy
0.933487
recall
0.753906 [0.868,0.541045]
relative_absolute_error
0.776902
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.408246
root_relative_squared_error
0.856507
scimark_benchmark
1861.25077155115 [ 961.014126721763, 1328.93448827586, 497.102696296296, 2024.27799227799, 4494.92455418381 ]
total_cost
0
usercpu_time_millis
2.21200000000002
usercpu_time_millis_testing
0.302000000000014
usercpu_time_millis_training
1.91000000000001
area_under_roc_curve
0.894815 [0.894815,0.894815]
area_under_roc_curve
0.751111 [0.751111,0.751111]
area_under_roc_curve
0.844444 [0.844444,0.844444]
area_under_roc_curve
0.791852 [0.791852,0.791852]
area_under_roc_curve
0.822963 [0.822963,0.822963]
area_under_roc_curve
0.887407 [0.887407,0.887407]
area_under_roc_curve
0.791852 [0.791852,0.791852]
area_under_roc_curve
0.805185 [0.805185,0.805185]
area_under_roc_curve
0.826154 [0.826154,0.826154]
area_under_roc_curve
0.778462 [0.778462,0.778462]
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
0.840919 [0.884615,0.76]
f_measure
0.655325 [0.75,0.48]
f_measure
0.754244 [0.808081,0.654545]
f_measure
0.72255 [0.818182,0.545455]
f_measure
0.746532 [0.819048,0.612245]
f_measure
0.804321 [0.851485,0.716981]
f_measure
0.688826 [0.785047,0.510638]
f_measure
0.773655 [0.857143,0.619048]
f_measure
0.693526 [0.814159,0.461538]
f_measure
0.760743 [0.823529,0.64]
kappa
0.645706
kappa
0.232362
kappa
0.462725
kappa
0.376518
kappa
0.434043
kappa
0.568547
kappa
0.302481
kappa
0.491749
kappa
0.302448
kappa
0.46395
kb_relative_information_score
27.342291
kb_relative_information_score
12.262968
kb_relative_information_score
20.973584
kb_relative_information_score
17.143709
kb_relative_information_score
17.523728
kb_relative_information_score
22.176592
kb_relative_information_score
15.948538
kb_relative_information_score
18.379765
kb_relative_information_score
18.609645
kb_relative_information_score
14.602798
mean_absolute_error
0.313339
mean_absolute_error
0.380643
mean_absolute_error
0.34258
mean_absolute_error
0.35883
mean_absolute_error
0.36057
mean_absolute_error
0.341331
mean_absolute_error
0.363501
mean_absolute_error
0.35161
mean_absolute_error
0.349198
mean_absolute_error
0.369513
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.842817 [0.851852,0.826087]
precision
0.651923 [0.722222,0.521739]
precision
0.7555 [0.816327,0.642857]
precision
0.73453 [0.75,0.705882]
precision
0.746753 [0.781818,0.681818]
precision
0.803735 [0.843137,0.730769]
precision
0.688859 [0.736842,0.6]
precision
0.806619 [0.774194,0.866667]
precision
0.71721 [0.730159,0.692308]
precision
0.759447 [0.807692,0.666667]
predictive_accuracy
0.844156
predictive_accuracy
0.662338
predictive_accuracy
0.753247
predictive_accuracy
0.74026
predictive_accuracy
0.753247
predictive_accuracy
0.805195
predictive_accuracy
0.701299
predictive_accuracy
0.792208
predictive_accuracy
0.723684
predictive_accuracy
0.763158
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.844156 [0.92,0.703704]
recall
0.662338 [0.78,0.444444]
recall
0.753247 [0.8,0.666667]
recall
0.74026 [0.9,0.444444]
recall
0.753247 [0.86,0.555556]
recall
0.805195 [0.86,0.703704]
recall
0.701299 [0.84,0.444444]
recall
0.792208 [0.96,0.481481]
recall
0.723684 [0.92,0.346154]
recall
0.763158 [0.84,0.615385]
relative_absolute_error
0.688655
relative_absolute_error
0.836577
relative_absolute_error
0.752922
relative_absolute_error
0.788636
relative_absolute_error
0.792459
relative_absolute_error
0.750176
relative_absolute_error
0.798902
relative_absolute_error
0.772768
relative_absolute_error
0.771834
relative_absolute_error
0.816737
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.363422
root_mean_squared_error
0.441765
root_mean_squared_error
0.395422
root_mean_squared_error
0.420021
root_mean_squared_error
0.407644
root_mean_squared_error
0.382476
root_mean_squared_error
0.426593
root_mean_squared_error
0.406576
root_mean_squared_error
0.406279
root_mean_squared_error
0.426628
root_relative_squared_error
0.761612
root_relative_squared_error
0.925793
root_relative_squared_error
0.828674
root_relative_squared_error
0.880224
root_relative_squared_error
0.854286
root_relative_squared_error
0.801542
root_relative_squared_error
0.893997
root_relative_squared_error
0.852049
root_relative_squared_error
0.85628
root_relative_squared_error
0.899167
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