8089983
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6120373
num.trees
1893
5965
mtry
6
5965
min.node.size
93
5965
sample.fraction
0.386315030278638
5965
respect.unordered.factors
TRUE
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
17102231
description
https://api.openml.org/data/download/17102231/description2a65651235f4.xml
-1
17102232
predictions
https://api.openml.org/data/download/17102232/predictions2a653001f91.arff
area_under_roc_curve
0.825716 [0.825716,0.825716]
average_cost
0
f_measure
0.758827 [0.828897,0.628099]
kappa
0.459865
kb_relative_information_score
208.278094
mean_absolute_error
0.339486
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.759792 [0.789855,0.703704]
predictive_accuracy
0.765625
prior_entropy
0.933487
recall
0.765625 [0.872,0.567164]
relative_absolute_error
0.746959
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.40117
root_relative_squared_error
0.841662
scimark_benchmark
1758.27408103747 [ 906.099033766234, 1251.26948571429, 460.833400858369, 1906.50181818182, 4266.66666666667 ]
total_cost
0
usercpu_time_millis
3.32799999999999
usercpu_time_millis_testing
0.430999999999994
usercpu_time_millis_training
2.89699999999999
area_under_roc_curve
0.916296 [0.916296,0.916296]
area_under_roc_curve
0.753333 [0.753333,0.753333]
area_under_roc_curve
0.85037 [0.85037,0.85037]
area_under_roc_curve
0.795556 [0.795556,0.795556]
area_under_roc_curve
0.834074 [0.834074,0.834074]
area_under_roc_curve
0.878519 [0.878519,0.878519]
area_under_roc_curve
0.797037 [0.797037,0.797037]
area_under_roc_curve
0.821481 [0.821481,0.821481]
area_under_roc_curve
0.829231 [0.829231,0.829231]
area_under_roc_curve
0.794615 [0.794615,0.794615]
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
0.780113 [0.828283,0.690909]
f_measure
0.72255 [0.818182,0.545455]
f_measure
0.746532 [0.819048,0.612245]
f_measure
0.818182 [0.86,0.740741]
f_measure
0.715884 [0.803738,0.553191]
f_measure
0.801948 [0.875,0.666667]
f_measure
0.750399 [0.833333,0.590909]
f_measure
0.745988 [0.815534,0.612245]
kappa
0.645706
kappa
0.232362
kappa
0.51928
kappa
0.376518
kappa
0.434043
kappa
0.600741
kappa
0.363135
kappa
0.555281
kappa
0.431894
kappa
0.428797
kb_relative_information_score
30.090297
kb_relative_information_score
13.603261
kb_relative_information_score
22.105195
kb_relative_information_score
19.150176
kb_relative_information_score
20.045891
kb_relative_information_score
23.265044
kb_relative_information_score
18.768908
kb_relative_information_score
22.316406
kb_relative_information_score
20.629841
kb_relative_information_score
18.303076
mean_absolute_error
0.296027
mean_absolute_error
0.370888
mean_absolute_error
0.335366
mean_absolute_error
0.347242
mean_absolute_error
0.346714
mean_absolute_error
0.333484
mean_absolute_error
0.347685
mean_absolute_error
0.332566
mean_absolute_error
0.336777
mean_absolute_error
0.348192
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
0.781275 [0.836735,0.678571]
precision
0.73453 [0.75,0.705882]
precision
0.746753 [0.781818,0.681818]
precision
0.818182 [0.86,0.740741]
precision
0.717783 [0.754386,0.65]
precision
0.840469 [0.790323,0.933333]
precision
0.757512 [0.775862,0.722222]
precision
0.744463 [0.792453,0.652174]
predictive_accuracy
0.844156
predictive_accuracy
0.662338
predictive_accuracy
0.779221
predictive_accuracy
0.74026
predictive_accuracy
0.753247
predictive_accuracy
0.818182
predictive_accuracy
0.727273
predictive_accuracy
0.818182
predictive_accuracy
0.763158
predictive_accuracy
0.75
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
0.779221 [0.82,0.703704]
recall
0.74026 [0.9,0.444444]
recall
0.753247 [0.86,0.555556]
recall
0.818182 [0.86,0.740741]
recall
0.727273 [0.86,0.481481]
recall
0.818182 [0.98,0.518519]
recall
0.763158 [0.9,0.5]
recall
0.75 [0.84,0.576923]
relative_absolute_error
0.650609
relative_absolute_error
0.815137
relative_absolute_error
0.737066
relative_absolute_error
0.763167
relative_absolute_error
0.762007
relative_absolute_error
0.73293
relative_absolute_error
0.76414
relative_absolute_error
0.730913
relative_absolute_error
0.74438
relative_absolute_error
0.769611
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
0.349952
root_mean_squared_error
0.441302
root_mean_squared_error
0.393739
root_mean_squared_error
0.415962
root_mean_squared_error
0.39871
root_mean_squared_error
0.37769
root_mean_squared_error
0.418945
root_mean_squared_error
0.393007
root_mean_squared_error
0.400225
root_mean_squared_error
0.415306
root_relative_squared_error
0.733383
root_relative_squared_error
0.924821
root_relative_squared_error
0.825147
root_relative_squared_error
0.871719
root_relative_squared_error
0.835562
root_relative_squared_error
0.791511
root_relative_squared_error
0.877969
root_relative_squared_error
0.823613
root_relative_squared_error
0.843521
root_relative_squared_error
0.875305
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