8089855
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6120245
num.trees
1295
5965
mtry
3
5965
min.node.size
243
5965
replace
FALSE
5965
sample.fraction
0.614243386033922
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
17101977
description
https://api.openml.org/data/download/17101977/description425b44fc3a37.xml
-1
17101979
predictions
https://api.openml.org/data/download/17101979/predictions425b29942bdf.arff
area_under_roc_curve
0.81756 [0.81756,0.81756]
average_cost
0
f_measure
0.714138 [0.82238,0.512195]
kappa
0.356698
kb_relative_information_score
136.440048
mean_absolute_error
0.383645
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.739554 [0.739617,0.739437]
predictive_accuracy
0.739583
prior_entropy
0.933487
recall
0.739583 [0.926,0.391791]
relative_absolute_error
0.844119
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.419383
root_relative_squared_error
0.879872
scimark_benchmark
1851.28000664199 [ 963.668861878453, 1333.53287750865, 494.811900460829, 2024.27799227799, 4440.10840108401 ]
total_cost
0
usercpu_time_millis
1.35700000000001
usercpu_time_millis_testing
0.219000000000008
usercpu_time_millis_training
1.138
area_under_roc_curve
0.888148 [0.888148,0.888148]
area_under_roc_curve
0.745185 [0.745185,0.745185]
area_under_roc_curve
0.852593 [0.852593,0.852593]
area_under_roc_curve
0.787407 [0.787407,0.787407]
area_under_roc_curve
0.814074 [0.814074,0.814074]
area_under_roc_curve
0.888889 [0.888889,0.888889]
area_under_roc_curve
0.796296 [0.796296,0.796296]
area_under_roc_curve
0.833333 [0.833333,0.833333]
area_under_roc_curve
0.823846 [0.823846,0.823846]
area_under_roc_curve
0.793077 [0.793077,0.793077]
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
0.805785 [0.872727,0.681818]
f_measure
0.688776 [0.803571,0.47619]
f_measure
0.711259 [0.807339,0.533333]
f_measure
0.664649 [0.813559,0.388889]
f_measure
0.699723 [0.814159,0.487805]
f_measure
0.728321 [0.831858,0.536585]
f_measure
0.642528 [0.778761,0.390244]
f_measure
0.768603 [0.859649,0.6]
f_measure
0.676653 [0.820513,0.4]
f_measure
0.738733 [0.82243,0.577778]
kappa
0.563563
kappa
0.301155
kappa
0.351384
kappa
0.258968
kappa
0.326531
kappa
0.390671
kappa
0.198251
kappa
0.481918
kappa
0.271898
kappa
0.40625
kb_relative_information_score
19.010555
kb_relative_information_score
8.753448
kb_relative_information_score
15.627394
kb_relative_information_score
12.40183
kb_relative_information_score
12.407288
kb_relative_information_score
15.536596
kb_relative_information_score
11.977297
kb_relative_information_score
15.641852
kb_relative_information_score
13.283112
kb_relative_information_score
11.800676
mean_absolute_error
0.361815
mean_absolute_error
0.40392
mean_absolute_error
0.37565
mean_absolute_error
0.389707
mean_absolute_error
0.390842
mean_absolute_error
0.379434
mean_absolute_error
0.389359
mean_absolute_error
0.374888
mean_absolute_error
0.380532
mean_absolute_error
0.390346
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
0.828877 [0.8,0.882353]
precision
0.705069 [0.725806,0.666667]
precision
0.718028 [0.745763,0.666667]
precision
0.731092 [0.705882,0.777778]
precision
0.724593 [0.730159,0.714286]
precision
0.759946 [0.746032,0.785714]
precision
0.653886 [0.698413,0.571429]
precision
0.820835 [0.765625,0.923077]
precision
0.737409 [0.716418,0.777778]
precision
0.741921 [0.77193,0.684211]
predictive_accuracy
0.818182
predictive_accuracy
0.714286
predictive_accuracy
0.727273
predictive_accuracy
0.714286
predictive_accuracy
0.727273
predictive_accuracy
0.753247
predictive_accuracy
0.675325
predictive_accuracy
0.792208
predictive_accuracy
0.723684
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
0.818182 [0.96,0.555556]
recall
0.714286 [0.9,0.37037]
recall
0.727273 [0.88,0.444444]
recall
0.714286 [0.96,0.259259]
recall
0.727273 [0.92,0.37037]
recall
0.753247 [0.94,0.407407]
recall
0.675325 [0.88,0.296296]
recall
0.792208 [0.98,0.444444]
recall
0.723684 [0.96,0.269231]
recall
0.75 [0.88,0.5]
relative_absolute_error
0.795196
relative_absolute_error
0.887734
relative_absolute_error
0.825602
relative_absolute_error
0.856497
relative_absolute_error
0.858993
relative_absolute_error
0.83392
relative_absolute_error
0.855732
relative_absolute_error
0.823928
relative_absolute_error
0.841092
relative_absolute_error
0.862783
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
0.393229
root_mean_squared_error
0.442486
root_mean_squared_error
0.408525
root_mean_squared_error
0.42958
root_mean_squared_error
0.423036
root_mean_squared_error
0.40617
root_mean_squared_error
0.428857
root_mean_squared_error
0.413817
root_mean_squared_error
0.4204
root_mean_squared_error
0.42569
root_relative_squared_error
0.824077
root_relative_squared_error
0.927304
root_relative_squared_error
0.856132
root_relative_squared_error
0.900257
root_relative_squared_error
0.886543
root_relative_squared_error
0.851198
root_relative_squared_error
0.898742
root_relative_squared_error
0.867222
root_relative_squared_error
0.886041
root_relative_squared_error
0.897191
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