8081236
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6111626
num.trees
59
5965
mtry
7
5965
min.node.size
26
5965
replace
FALSE
5965
sample.fraction
0.996806133212522
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
17084793
description
https://api.openml.org/data/download/17084793/description493842398e12.xml
-1
17084794
predictions
https://api.openml.org/data/download/17084794/predictions49385ee1f633.arff
area_under_roc_curve
0.802899 [0.802899,0.802899]
average_cost
0
f_measure
0.736448 [0.80197,0.614203]
kappa
0.416422
kb_relative_information_score
252.536764
mean_absolute_error
0.300994
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.735198 [0.790291,0.632411]
predictive_accuracy
0.738281
prior_entropy
0.933487
recall
0.738281 [0.814,0.597015]
relative_absolute_error
0.662266
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.421827
root_relative_squared_error
0.885
scimark_benchmark
1865.35723333889 [ 958.373978021978, 1333.53287750865, 497.102696296296, 2024.27799227799, 4513.49862258953 ]
total_cost
0
usercpu_time_millis
0.403999999999996
usercpu_time_millis_testing
0.0339999999999989
usercpu_time_millis_training
0.369999999999997
area_under_roc_curve
0.89037 [0.89037,0.89037]
area_under_roc_curve
0.715926 [0.715926,0.715926]
area_under_roc_curve
0.821481 [0.821481,0.821481]
area_under_roc_curve
0.792593 [0.792593,0.792593]
area_under_roc_curve
0.791852 [0.791852,0.791852]
area_under_roc_curve
0.823704 [0.823704,0.823704]
area_under_roc_curve
0.820741 [0.820741,0.820741]
area_under_roc_curve
0.873333 [0.873333,0.873333]
area_under_roc_curve
0.78 [0.78,0.78]
area_under_roc_curve
0.713462 [0.713462,0.713462]
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
0.818182 [0.86,0.740741]
f_measure
0.685373 [0.764706,0.538462]
f_measure
0.714286 [0.78,0.592593]
f_measure
0.749583 [0.815534,0.627451]
f_measure
0.692566 [0.75,0.586207]
f_measure
0.766234 [0.82,0.666667]
f_measure
0.749583 [0.815534,0.627451]
f_measure
0.785102 [0.849057,0.666667]
f_measure
0.727127 [0.811321,0.565217]
f_measure
0.672495 [0.747475,0.528302]
kappa
0.600741
kappa
0.303693
kappa
0.372593
kappa
0.443938
kappa
0.338109
kappa
0.486667
kappa
0.443938
kappa
0.519126
kappa
0.381107
kappa
0.275915
kb_relative_information_score
37.332046
kb_relative_information_score
17.064656
kb_relative_information_score
25.479665
kb_relative_information_score
23.475327
kb_relative_information_score
20.325694
kb_relative_information_score
26.312516
kb_relative_information_score
29.10768
kb_relative_information_score
34.499064
kb_relative_information_score
21.768213
kb_relative_information_score
17.171903
mean_absolute_error
0.240049
mean_absolute_error
0.348724
mean_absolute_error
0.299289
mean_absolute_error
0.316617
mean_absolute_error
0.323928
mean_absolute_error
0.297668
mean_absolute_error
0.282534
mean_absolute_error
0.253078
mean_absolute_error
0.315033
mean_absolute_error
0.333629
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
0.818182 [0.86,0.740741]
precision
0.683377 [0.75,0.56]
precision
0.714286 [0.78,0.592593]
precision
0.748346 [0.792453,0.666667]
precision
0.700479 [0.782609,0.548387]
precision
0.766234 [0.82,0.666667]
precision
0.748346 [0.792453,0.666667]
precision
0.788961 [0.803571,0.761905]
precision
0.727538 [0.767857,0.65]
precision
0.674166 [0.755102,0.518519]
predictive_accuracy
0.818182
predictive_accuracy
0.688312
predictive_accuracy
0.714286
predictive_accuracy
0.753247
predictive_accuracy
0.688312
predictive_accuracy
0.766234
predictive_accuracy
0.753247
predictive_accuracy
0.792208
predictive_accuracy
0.736842
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
0.818182 [0.86,0.740741]
recall
0.688312 [0.78,0.518519]
recall
0.714286 [0.78,0.592593]
recall
0.753247 [0.84,0.592593]
recall
0.688312 [0.72,0.62963]
recall
0.766234 [0.82,0.666667]
recall
0.753247 [0.84,0.592593]
recall
0.792208 [0.9,0.592593]
recall
0.736842 [0.86,0.5]
recall
0.671053 [0.74,0.538462]
relative_absolute_error
0.52758
relative_absolute_error
0.766425
relative_absolute_error
0.657776
relative_absolute_error
0.69586
relative_absolute_error
0.711928
relative_absolute_error
0.654214
relative_absolute_error
0.620953
relative_absolute_error
0.556215
relative_absolute_error
0.696318
relative_absolute_error
0.737421
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
0.356374
root_mean_squared_error
0.476967
root_mean_squared_error
0.413648
root_mean_squared_error
0.423785
root_mean_squared_error
0.427136
root_mean_squared_error
0.405758
root_mean_squared_error
0.412775
root_mean_squared_error
0.377805
root_mean_squared_error
0.434403
root_mean_squared_error
0.475434
root_relative_squared_error
0.746841
root_relative_squared_error
0.999564
root_relative_squared_error
0.866869
root_relative_squared_error
0.888112
root_relative_squared_error
0.895134
root_relative_squared_error
0.850333
root_relative_squared_error
0.865038
root_relative_squared_error
0.791753
root_relative_squared_error
0.915555
root_relative_squared_error
1.002032
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