8081264
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6111654
num.trees
1541
5965
mtry
2
5965
min.node.size
13
5965
replace
FALSE
5965
sample.fraction
0.317150740372017
5965
num.threads
1
5965
verbose
FALSE
5965
openml.seed
1
5965
openml.kind
Mersenne-Twister
5965
openml.normal.kind
Inversion
5965
botV1
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
17084849
description
https://api.openml.org/data/download/17084849/description2a0a589caee4.xml
-1
17084850
predictions
https://api.openml.org/data/download/17084850/predictions2a0a6ca9680f.arff
area_under_roc_curve
0.835694 [0.835694,0.835694]
average_cost
0
f_measure
0.772507 [0.835735,0.654545]
kappa
0.491938
kb_relative_information_score
219.472868
mean_absolute_error
0.332527
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.772517 [0.804067,0.713656]
predictive_accuracy
0.777344
prior_entropy
0.933487
recall
0.777344 [0.87,0.604478]
relative_absolute_error
0.731646
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.396498
root_relative_squared_error
0.831859
scimark_benchmark
1868.25306807564 [ 961.014126721763, 1328.93448827586, 494.81190046083, 2024.27799227799, 4532.22683264177 ]
total_cost
0
usercpu_time_millis
4.37399999999998
usercpu_time_millis_testing
0.615999999999985
usercpu_time_millis_training
3.75799999999999
area_under_roc_curve
0.908148 [0.908148,0.908148]
area_under_roc_curve
0.773333 [0.773333,0.773333]
area_under_roc_curve
0.858519 [0.858519,0.858519]
area_under_roc_curve
0.813333 [0.813333,0.813333]
area_under_roc_curve
0.821481 [0.821481,0.821481]
area_under_roc_curve
0.861481 [0.861481,0.861481]
area_under_roc_curve
0.834074 [0.834074,0.834074]
area_under_roc_curve
0.873333 [0.873333,0.873333]
area_under_roc_curve
0.836923 [0.836923,0.836923]
area_under_roc_curve
0.784615 [0.784615,0.784615]
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
0.842687 [0.882353,0.769231]
f_measure
0.677653 [0.773585,0.5]
f_measure
0.804321 [0.851485,0.716981]
f_measure
0.72255 [0.818182,0.545455]
f_measure
0.761379 [0.826923,0.64]
f_measure
0.792208 [0.84,0.703704]
f_measure
0.761379 [0.826923,0.64]
f_measure
0.83353 [0.890909,0.727273]
f_measure
0.78475 [0.846154,0.666667]
f_measure
0.736842 [0.8,0.615385]
kappa
0.651846
kappa
0.278689
kappa
0.568547
kappa
0.376518
kappa
0.468558
kappa
0.543704
kappa
0.468558
kappa
0.625911
kappa
0.514377
kappa
0.415385
kb_relative_information_score
30.128122
kb_relative_information_score
15.724175
kb_relative_information_score
23.297326
kb_relative_information_score
19.847788
kb_relative_information_score
19.143073
kb_relative_information_score
20.60729
kb_relative_information_score
22.437327
kb_relative_information_score
27.816617
kb_relative_information_score
21.466076
kb_relative_information_score
19.005075
mean_absolute_error
0.291813
mean_absolute_error
0.360584
mean_absolute_error
0.328952
mean_absolute_error
0.344797
mean_absolute_error
0.346161
mean_absolute_error
0.342653
mean_absolute_error
0.330445
mean_absolute_error
0.307353
mean_absolute_error
0.330861
mean_absolute_error
0.341745
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
0.842458 [0.865385,0.8]
precision
0.675788 [0.732143,0.571429]
precision
0.803735 [0.843137,0.730769]
precision
0.73453 [0.75,0.705882]
precision
0.761006 [0.796296,0.695652]
precision
0.792208 [0.84,0.703704]
precision
0.761006 [0.796296,0.695652]
precision
0.860326 [0.816667,0.941176]
precision
0.784866 [0.814815,0.727273]
precision
0.736842 [0.8,0.615385]
predictive_accuracy
0.844156
predictive_accuracy
0.688312
predictive_accuracy
0.805195
predictive_accuracy
0.74026
predictive_accuracy
0.766234
predictive_accuracy
0.792208
predictive_accuracy
0.766234
predictive_accuracy
0.844156
predictive_accuracy
0.789474
predictive_accuracy
0.736842
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 [0.9,0.740741]
recall
0.688312 [0.82,0.444444]
recall
0.805195 [0.86,0.703704]
recall
0.74026 [0.9,0.444444]
recall
0.766234 [0.86,0.592593]
recall
0.792208 [0.84,0.703704]
recall
0.766234 [0.86,0.592593]
recall
0.844156 [0.98,0.592593]
recall
0.789474 [0.88,0.615385]
recall
0.736842 [0.8,0.615385]
relative_absolute_error
0.641345
relative_absolute_error
0.792491
relative_absolute_error
0.722971
relative_absolute_error
0.757794
relative_absolute_error
0.760792
relative_absolute_error
0.753081
relative_absolute_error
0.726251
relative_absolute_error
0.6755
relative_absolute_error
0.731304
relative_absolute_error
0.75536
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
0.35273
root_mean_squared_error
0.433966
root_mean_squared_error
0.388784
root_mean_squared_error
0.406493
root_mean_squared_error
0.402196
root_mean_squared_error
0.391118
root_mean_squared_error
0.398754
root_mean_squared_error
0.372943
root_mean_squared_error
0.395843
root_mean_squared_error
0.416729
root_relative_squared_error
0.739204
root_relative_squared_error
0.909448
root_relative_squared_error
0.814761
root_relative_squared_error
0.851873
root_relative_squared_error
0.842869
root_relative_squared_error
0.819653
root_relative_squared_error
0.835655
root_relative_squared_error
0.781565
root_relative_squared_error
0.834285
root_relative_squared_error
0.878304
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