7833592
2702
OpenML_Bot R
31
Supervised Classification
6794
mlr.classif.ranger(13)
5865281
num.trees
1548
6794
mtry
4
6794
replace
FALSE
6794
sample.fraction
0.2595868102042
6794
num.threads
1
6794
verbose
FALSE
6794
openml.seed
1
6794
openml.kind
Mersenne-Twister
6794
openml.normal.kind
Inversion
6794
AzureBot1
botV1
mlrRandomBot
sciBenchV1.0
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
16590953
description
https://api.openml.org/data/download/16590953/descriptiond09a39d101ae.xml
-1
16590954
predictions
https://api.openml.org/data/download/16590954/predictionsd09a450ccc5c.arff
area_under_roc_curve
0.799229 [0.799229,0.799229]
average_cost
0
f_measure
0.734133 [0.845307,0.474725]
kappa
0.339779
kb_relative_information_score
173.740776
mean_absolute_error
0.3485
mean_prior_absolute_error
0.42016
number_of_instances
1000 [700,300]
precision
0.749979 [0.772781,0.696774]
predictive_accuracy
0.761
prior_entropy
0.881778
recall
0.761 [0.932857,0.36]
relative_absolute_error
0.829447
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.404042
root_relative_squared_error
0.881692
scimark_benchmark
1301.0287536683 [ 1309.26537001723, 891.831341360466, 450.844202592768, 1649.48661189017, 2203.71624248088 ]
total_cost
0
usercpu_time_millis
28.041
usercpu_time_millis_testing
2.928
usercpu_time_millis_training
25.113
area_under_roc_curve
0.864762 [0.864762,0.864762]
area_under_roc_curve
0.747619 [0.747619,0.747619]
area_under_roc_curve
0.754286 [0.754286,0.754286]
area_under_roc_curve
0.787143 [0.787143,0.787143]
area_under_roc_curve
0.819524 [0.819524,0.819524]
area_under_roc_curve
0.814286 [0.814286,0.814286]
area_under_roc_curve
0.810476 [0.810476,0.810476]
area_under_roc_curve
0.838571 [0.838571,0.838571]
area_under_roc_curve
0.785238 [0.785238,0.785238]
area_under_roc_curve
0.784286 [0.784286,0.784286]
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
0.769879 [0.862745,0.553191]
f_measure
0.723077 [0.857143,0.410256]
f_measure
0.744 [0.84,0.52]
f_measure
0.811019 [0.878378,0.653846]
f_measure
0.70413 [0.823529,0.425532]
f_measure
0.734387 [0.844156,0.478261]
f_measure
0.727027 [0.824324,0.5]
f_measure
0.723077 [0.857143,0.410256]
f_measure
0.699096 [0.835443,0.380952]
f_measure
0.683571 [0.830189,0.341463]
kappa
0.429348
kappa
0.315476
kappa
0.368421
kappa
0.536082
kappa
0.266304
kappa
0.340659
kappa
0.329897
kappa
0.315476
kappa
0.252874
kappa
0.215116
kb_relative_information_score
21.110398
kb_relative_information_score
15.22224
kb_relative_information_score
13.169584
kb_relative_information_score
14.998692
kb_relative_information_score
16.917682
kb_relative_information_score
19.3967
kb_relative_information_score
19.389627
kb_relative_information_score
20.95769
kb_relative_information_score
18.040887
kb_relative_information_score
14.537275
mean_absolute_error
0.338794
mean_absolute_error
0.350135
mean_absolute_error
0.359344
mean_absolute_error
0.357419
mean_absolute_error
0.351478
mean_absolute_error
0.341051
mean_absolute_error
0.339194
mean_absolute_error
0.339602
mean_absolute_error
0.348831
mean_absolute_error
0.359154
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
mean_prior_absolute_error
0.42016
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
precision
0.786038 [0.795181,0.764706]
precision
0.797436 [0.758242,0.888889]
precision
0.74625 [0.7875,0.65]
precision
0.815152 [0.833333,0.772727]
precision
0.707796 [0.759036,0.588235]
precision
0.747917 [0.77381,0.6875]
precision
0.724709 [0.782051,0.590909]
precision
0.797436 [0.758242,0.888889]
precision
0.725 [0.75,0.666667]
precision
0.71001 [0.741573,0.636364]
predictive_accuracy
0.79
predictive_accuracy
0.77
predictive_accuracy
0.76
predictive_accuracy
0.82
predictive_accuracy
0.73
predictive_accuracy
0.76
predictive_accuracy
0.74
predictive_accuracy
0.77
predictive_accuracy
0.74
predictive_accuracy
0.73
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
prior_entropy
0.881778
recall
0.79 [0.942857,0.433333]
recall
0.77 [0.985714,0.266667]
recall
0.76 [0.9,0.433333]
recall
0.82 [0.928571,0.566667]
recall
0.73 [0.9,0.333333]
recall
0.76 [0.928571,0.366667]
recall
0.74 [0.871429,0.433333]
recall
0.77 [0.985714,0.266667]
recall
0.74 [0.942857,0.266667]
recall
0.73 [0.942857,0.233333]
relative_absolute_error
0.806345
relative_absolute_error
0.833337
relative_absolute_error
0.855256
relative_absolute_error
0.850673
relative_absolute_error
0.836534
relative_absolute_error
0.811717
relative_absolute_error
0.807297
relative_absolute_error
0.808269
relative_absolute_error
0.830235
relative_absolute_error
0.854804
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_prior_squared_error
0.458258
root_mean_squared_error
0.386456
root_mean_squared_error
0.41609
root_mean_squared_error
0.418674
root_mean_squared_error
0.403696
root_mean_squared_error
0.404226
root_mean_squared_error
0.399287
root_mean_squared_error
0.397431
root_mean_squared_error
0.395572
root_mean_squared_error
0.407107
root_mean_squared_error
0.410816
root_relative_squared_error
0.843316
root_relative_squared_error
0.907982
root_relative_squared_error
0.913622
root_relative_squared_error
0.880937
root_relative_squared_error
0.882093
root_relative_squared_error
0.871316
root_relative_squared_error
0.867265
root_relative_squared_error
0.863209
root_relative_squared_error
0.888381
root_relative_squared_error
0.896473
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