8089807
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6120197
num.trees
1519
5965
mtry
7
5965
min.node.size
115
5965
replace
FALSE
5965
sample.fraction
0.457869157521054
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
17101881
description
https://api.openml.org/data/download/17101881/description77a7379ba502.xml
-1
17101882
predictions
https://api.openml.org/data/download/17101882/predictions77a73fb48cdb.arff
area_under_roc_curve
0.819776 [0.819776,0.819776]
average_cost
0
f_measure
0.75765 [0.827783,0.626804]
kappa
0.457356
kb_relative_information_score
203.216809
mean_absolute_error
0.341797
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.758412 [0.789474,0.700461]
predictive_accuracy
0.764323
prior_entropy
0.933487
recall
0.764323 [0.87,0.567164]
relative_absolute_error
0.752043
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.404411
root_relative_squared_error
0.848461
scimark_benchmark
1868.64471618224 [ 958.373978021978, 1333.53287750865, 494.81190046083, 2024.27799227799, 4532.22683264177 ]
total_cost
0
usercpu_time_millis
2.58200000000001
usercpu_time_millis_testing
0.322999999999993
usercpu_time_millis_training
2.25900000000001
area_under_roc_curve
0.915556 [0.915556,0.915556]
area_under_roc_curve
0.757778 [0.757778,0.757778]
area_under_roc_curve
0.843704 [0.843704,0.843704]
area_under_roc_curve
0.787407 [0.787407,0.787407]
area_under_roc_curve
0.828889 [0.828889,0.828889]
area_under_roc_curve
0.888889 [0.888889,0.888889]
area_under_roc_curve
0.798519 [0.798519,0.798519]
area_under_roc_curve
0.812593 [0.812593,0.812593]
area_under_roc_curve
0.831538 [0.831538,0.831538]
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
0.855022 [0.893204,0.784314]
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
0.761379 [0.826923,0.64]
f_measure
0.804321 [0.851485,0.716981]
f_measure
0.704515 [0.792453,0.541667]
f_measure
0.773655 [0.857143,0.619048]
f_measure
0.762142 [0.844037,0.604651]
f_measure
0.745988 [0.815534,0.612245]
kappa
0.678069
kappa
0.232362
kappa
0.51928
kappa
0.376518
kappa
0.468558
kappa
0.568547
kappa
0.338798
kappa
0.491749
kappa
0.458054
kappa
0.428797
kb_relative_information_score
29.907589
kb_relative_information_score
13.465822
kb_relative_information_score
22.121385
kb_relative_information_score
18.717707
kb_relative_information_score
19.374346
kb_relative_information_score
23.732976
kb_relative_information_score
17.855744
kb_relative_information_score
20.298719
kb_relative_information_score
20.508675
kb_relative_information_score
17.233846
mean_absolute_error
0.297652
mean_absolute_error
0.371327
mean_absolute_error
0.334504
mean_absolute_error
0.348915
mean_absolute_error
0.349947
mean_absolute_error
0.332031
mean_absolute_error
0.35161
mean_absolute_error
0.339915
mean_absolute_error
0.337384
mean_absolute_error
0.354797
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
0.855795 [0.867925,0.833333]
precision
0.651923 [0.722222,0.521739]
precision
0.781275 [0.836735,0.678571]
precision
0.73453 [0.75,0.705882]
precision
0.761006 [0.796296,0.695652]
precision
0.803735 [0.843137,0.730769]
precision
0.704082 [0.75,0.619048]
precision
0.806619 [0.774194,0.866667]
precision
0.774545 [0.779661,0.764706]
precision
0.744463 [0.792453,0.652174]
predictive_accuracy
0.857143
predictive_accuracy
0.662338
predictive_accuracy
0.779221
predictive_accuracy
0.74026
predictive_accuracy
0.766234
predictive_accuracy
0.805195
predictive_accuracy
0.714286
predictive_accuracy
0.792208
predictive_accuracy
0.776316
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
0.857143 [0.92,0.740741]
recall
0.662338 [0.78,0.444444]
recall
0.779221 [0.82,0.703704]
recall
0.74026 [0.9,0.444444]
recall
0.766234 [0.86,0.592593]
recall
0.805195 [0.86,0.703704]
recall
0.714286 [0.84,0.481481]
recall
0.792208 [0.96,0.481481]
recall
0.776316 [0.92,0.5]
recall
0.75 [0.84,0.576923]
relative_absolute_error
0.654179
relative_absolute_error
0.816103
relative_absolute_error
0.735171
relative_absolute_error
0.766844
relative_absolute_error
0.769113
relative_absolute_error
0.729736
relative_absolute_error
0.772767
relative_absolute_error
0.747064
relative_absolute_error
0.745721
relative_absolute_error
0.784208
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
0.352282
root_mean_squared_error
0.443566
root_mean_squared_error
0.395035
root_mean_squared_error
0.419017
root_mean_squared_error
0.402447
root_mean_squared_error
0.37745
root_mean_squared_error
0.423613
root_mean_squared_error
0.401347
root_mean_squared_error
0.401607
root_mean_squared_error
0.420594
root_relative_squared_error
0.738265
root_relative_squared_error
0.929566
root_relative_squared_error
0.827863
root_relative_squared_error
0.878119
root_relative_squared_error
0.843395
root_relative_squared_error
0.79101
root_relative_squared_error
0.887751
root_relative_squared_error
0.84109
root_relative_squared_error
0.846433
root_relative_squared_error
0.886451
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