8089876
2702
OpenML_Bot R
37
Supervised Classification
5965
mlr.classif.ranger(9)
6120267
num.trees
513
5965
mtry
1
5965
min.node.size
8
5965
replace
FALSE
5965
sample.fraction
0.537553351558745
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
17102019
description
https://api.openml.org/data/download/17102019/description425d7cccd6f8.xml
-1
17102020
predictions
https://api.openml.org/data/download/17102020/predictions425d45f16578.arff
area_under_roc_curve
0.829097 [0.829097,0.829097]
average_cost
0
f_measure
0.763628 [0.830946,0.638037]
kappa
0.471264
kb_relative_information_score
200.03144
mean_absolute_error
0.343961
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.764062 [0.795247,0.705882]
predictive_accuracy
0.769531
prior_entropy
0.933487
recall
0.769531 [0.87,0.58209]
relative_absolute_error
0.756804
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.401615
root_relative_squared_error
0.842594
scimark_benchmark
1846.7651228087 [ 955.748295890411, 1328.93448827586, 492.542121100917, 2016.49230769231, 4440.10840108402 ]
total_cost
0
usercpu_time_millis
2.29800000000001
usercpu_time_millis_testing
0.341999999999999
usercpu_time_millis_training
1.95600000000001
area_under_roc_curve
0.902222 [0.902222,0.902222]
area_under_roc_curve
0.767407 [0.767407,0.767407]
area_under_roc_curve
0.847407 [0.847407,0.847407]
area_under_roc_curve
0.814815 [0.814815,0.814815]
area_under_roc_curve
0.803704 [0.803704,0.803704]
area_under_roc_curve
0.842963 [0.842963,0.842963]
area_under_roc_curve
0.840741 [0.840741,0.840741]
area_under_roc_curve
0.879259 [0.879259,0.879259]
area_under_roc_curve
0.824615 [0.824615,0.824615]
area_under_roc_curve
0.774615 [0.774615,0.774615]
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
0.830412 [0.871287,0.754717]
f_measure
0.688826 [0.785047,0.510638]
f_measure
0.746532 [0.819048,0.612245]
f_measure
0.694805 [0.8,0.5]
f_measure
0.734865 [0.807692,0.6]
f_measure
0.818182 [0.86,0.740741]
f_measure
0.758239 [0.830189,0.625]
f_measure
0.863647 [0.907407,0.782609]
f_measure
0.769744 [0.838095,0.638298]
f_measure
0.722343 [0.792079,0.588235]
kappa
0.626074
kappa
0.302481
kappa
0.434043
kappa
0.31417
kappa
0.409509
kappa
0.600741
kappa
0.459016
kappa
0.693959
kappa
0.479032
kappa
0.380435
kb_relative_information_score
27.028919
kb_relative_information_score
14.85613
kb_relative_information_score
21.086388
kb_relative_information_score
17.833868
kb_relative_information_score
16.902031
kb_relative_information_score
18.050498
kb_relative_information_score
21.118119
kb_relative_information_score
26.975405
kb_relative_information_score
19.249268
kb_relative_information_score
16.930815
mean_absolute_error
0.309498
mean_absolute_error
0.369439
mean_absolute_error
0.340031
mean_absolute_error
0.356472
mean_absolute_error
0.356781
mean_absolute_error
0.356237
mean_absolute_error
0.339173
mean_absolute_error
0.314902
mean_absolute_error
0.34395
mean_absolute_error
0.353247
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
0.829954 [0.862745,0.769231]
precision
0.688859 [0.736842,0.6]
precision
0.746753 [0.781818,0.681818]
precision
0.703081 [0.733333,0.647059]
precision
0.733735 [0.777778,0.652174]
precision
0.818182 [0.86,0.740741]
precision
0.760668 [0.785714,0.714286]
precision
0.880783 [0.844828,0.947368]
precision
0.770677 [0.8,0.714286]
precision
0.721259 [0.784314,0.6]
predictive_accuracy
0.831169
predictive_accuracy
0.701299
predictive_accuracy
0.753247
predictive_accuracy
0.714286
predictive_accuracy
0.74026
predictive_accuracy
0.818182
predictive_accuracy
0.766234
predictive_accuracy
0.87013
predictive_accuracy
0.776316
predictive_accuracy
0.723684
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
0.831169 [0.88,0.740741]
recall
0.701299 [0.84,0.444444]
recall
0.753247 [0.86,0.555556]
recall
0.714286 [0.88,0.407407]
recall
0.74026 [0.84,0.555556]
recall
0.818182 [0.86,0.740741]
recall
0.766234 [0.88,0.555556]
recall
0.87013 [0.98,0.666667]
recall
0.776316 [0.88,0.576923]
recall
0.723684 [0.8,0.576923]
relative_absolute_error
0.680214
relative_absolute_error
0.811953
relative_absolute_error
0.747319
relative_absolute_error
0.783454
relative_absolute_error
0.784133
relative_absolute_error
0.782936
relative_absolute_error
0.745433
relative_absolute_error
0.692092
relative_absolute_error
0.760233
relative_absolute_error
0.780783
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
0.363665
root_mean_squared_error
0.433564
root_mean_squared_error
0.396594
root_mean_squared_error
0.411093
root_mean_squared_error
0.409719
root_mean_squared_error
0.400684
root_mean_squared_error
0.397864
root_mean_squared_error
0.37451
root_mean_squared_error
0.403004
root_mean_squared_error
0.421035
root_relative_squared_error
0.76212
root_relative_squared_error
0.908606
root_relative_squared_error
0.83113
root_relative_squared_error
0.861514
root_relative_squared_error
0.858634
root_relative_squared_error
0.839699
root_relative_squared_error
0.833791
root_relative_squared_error
0.784849
root_relative_squared_error
0.849378
root_relative_squared_error
0.887379
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