8081329
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6111719
num.trees
1377
5965
mtry
7
5965
min.node.size
1
5965
replace
FALSE
5965
sample.fraction
0.58413348745089
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
17084978
description
https://api.openml.org/data/download/17084978/description48f02d6577ab.xml
-1
17084979
predictions
https://api.openml.org/data/download/17084979/predictions48f079206296.arff
area_under_roc_curve
0.825534 [0.825534,0.825534]
average_cost
0
f_measure
0.758617 [0.818898,0.646154]
kappa
0.465311
kb_relative_information_score
252.276579
mean_absolute_error
0.307621
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.75751 [0.806202,0.666667]
predictive_accuracy
0.760417
prior_entropy
0.933487
recall
0.760417 [0.832,0.626866]
relative_absolute_error
0.676846
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.401059
root_relative_squared_error
0.841427
scimark_benchmark
1858.30382235281 [ 953.136961748634, 1324.36770309278, 494.81190046083, 2024.27799227799, 4494.92455418381 ]
total_cost
0
usercpu_time_millis
10.828
usercpu_time_millis_testing
1.12199999999998
usercpu_time_millis_training
9.70600000000001
area_under_roc_curve
0.917778 [0.917778,0.917778]
area_under_roc_curve
0.738519 [0.738519,0.738519]
area_under_roc_curve
0.848889 [0.848889,0.848889]
area_under_roc_curve
0.817037 [0.817037,0.817037]
area_under_roc_curve
0.806296 [0.806296,0.806296]
area_under_roc_curve
0.828519 [0.828519,0.828519]
area_under_roc_curve
0.835556 [0.835556,0.835556]
area_under_roc_curve
0.887778 [0.887778,0.887778]
area_under_roc_curve
0.813462 [0.813462,0.813462]
area_under_roc_curve
0.75 [0.75,0.75]
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
0.844156 [0.88,0.777778]
f_measure
0.677653 [0.773585,0.5]
f_measure
0.766234 [0.82,0.666667]
f_measure
0.790249 [0.843137,0.692308]
f_measure
0.730232 [0.783505,0.631579]
f_measure
0.793798 [0.836735,0.714286]
f_measure
0.749583 [0.815534,0.627451]
f_measure
0.809106 [0.87037,0.695652]
f_measure
0.742655 [0.819048,0.595745]
f_measure
0.674937 [0.742268,0.545455]
kappa
0.657778
kappa
0.278689
kappa
0.486667
kappa
0.535795
kappa
0.416035
kappa
0.551347
kappa
0.443938
kappa
0.571542
kappa
0.417742
kappa
0.288922
kb_relative_information_score
36.980791
kb_relative_information_score
16.502587
kb_relative_information_score
26.636024
kb_relative_information_score
22.364932
kb_relative_information_score
19.645383
kb_relative_information_score
24.976104
kb_relative_information_score
26.720214
kb_relative_information_score
34.417667
kb_relative_information_score
23.99454
kb_relative_information_score
20.038337
mean_absolute_error
0.248017
mean_absolute_error
0.352781
mean_absolute_error
0.302776
mean_absolute_error
0.329316
mean_absolute_error
0.3319
mean_absolute_error
0.315074
mean_absolute_error
0.2979
mean_absolute_error
0.264928
mean_absolute_error
0.308116
mean_absolute_error
0.325641
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
0.844156 [0.88,0.777778]
precision
0.675788 [0.732143,0.571429]
precision
0.766234 [0.82,0.666667]
precision
0.789431 [0.826923,0.72]
precision
0.735397 [0.808511,0.6]
precision
0.796481 [0.854167,0.689655]
precision
0.748346 [0.792453,0.666667]
precision
0.821482 [0.810345,0.842105]
precision
0.742424 [0.781818,0.666667]
precision
0.68087 [0.765957,0.517241]
predictive_accuracy
0.844156
predictive_accuracy
0.688312
predictive_accuracy
0.766234
predictive_accuracy
0.792208
predictive_accuracy
0.727273
predictive_accuracy
0.792208
predictive_accuracy
0.753247
predictive_accuracy
0.818182
predictive_accuracy
0.75
predictive_accuracy
0.671053
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 [0.88,0.777778]
recall
0.688312 [0.82,0.444444]
recall
0.766234 [0.82,0.666667]
recall
0.792208 [0.86,0.666667]
recall
0.727273 [0.76,0.666667]
recall
0.792208 [0.82,0.740741]
recall
0.753247 [0.84,0.592593]
recall
0.818182 [0.94,0.592593]
recall
0.75 [0.86,0.538462]
recall
0.671053 [0.72,0.576923]
relative_absolute_error
0.545091
relative_absolute_error
0.775341
relative_absolute_error
0.66544
relative_absolute_error
0.723769
relative_absolute_error
0.729449
relative_absolute_error
0.692469
relative_absolute_error
0.654723
relative_absolute_error
0.582257
relative_absolute_error
0.681031
relative_absolute_error
0.719766
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
0.340995
root_mean_squared_error
0.455569
root_mean_squared_error
0.3896
root_mean_squared_error
0.408557
root_mean_squared_error
0.410513
root_mean_squared_error
0.394617
root_mean_squared_error
0.401148
root_mean_squared_error
0.351645
root_mean_squared_error
0.401485
root_mean_squared_error
0.443184
root_relative_squared_error
0.714612
root_relative_squared_error
0.95472
root_relative_squared_error
0.816471
root_relative_squared_error
0.856199
root_relative_squared_error
0.860298
root_relative_squared_error
0.826986
root_relative_squared_error
0.840672
root_relative_squared_error
0.73693
root_relative_squared_error
0.846176
root_relative_squared_error
0.93406
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