1868701
903
Philipp Probst
37
Supervised Classification
5906
mlr.classif.xgboost(4)
43041
booster
gblinear
5906
eta
0.0247553331936112
5906
subsample
0.109171188855544
5906
lambda
63.7942351683576
5906
alpha
1.08479457391886
5906
nrounds
2444
5906
verbose
0
5906
openml.seed
1
5906
openml.kind
Mersenne-Twister
5906
openml.normal.kind
Inversion
5906
botV1
mlrRandomBot
sciBenchV1.0
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
4686511
description
https://api.openml.org/data/download/4686511/description5c858550719.xml
-1
4686512
predictions
https://api.openml.org/data/download/4686512/predictions5c81af4dff1.arff
area_under_roc_curve
0.819127 [0.819127,0.819127]
average_cost
0
f_measure
0.754929 [0.832402,0.61039]
kappa
0.448874
kb_relative_information_score
191.029044
mean_absolute_error
0.351614
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.76062 [0.778746,0.726804]
predictive_accuracy
0.765625
prior_entropy
0.933487
recall
0.765625 [0.894,0.526119]
relative_absolute_error
0.773644
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.405433
root_relative_squared_error
0.850605
total_cost
0
area_under_roc_curve
0.912593 [0.912593,0.912593]
area_under_roc_curve
0.748889 [0.748889,0.748889]
area_under_roc_curve
0.861481 [0.861481,0.861481]
area_under_roc_curve
0.82 [0.82,0.82]
area_under_roc_curve
0.793333 [0.793333,0.793333]
area_under_roc_curve
0.891111 [0.891111,0.891111]
area_under_roc_curve
0.785926 [0.785926,0.785926]
area_under_roc_curve
0.871852 [0.871852,0.871852]
area_under_roc_curve
0.810769 [0.810769,0.810769]
area_under_roc_curve
0.725385 [0.725385,0.725385]
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
0.799894 [0.857143,0.693878]
f_measure
0.705903 [0.810811,0.511628]
f_measure
0.773213 [0.838095,0.653061]
f_measure
0.699723 [0.814159,0.487805]
f_measure
0.773213 [0.838095,0.653061]
f_measure
0.828662 [0.873786,0.745098]
f_measure
0.738758 [0.825688,0.577778]
f_measure
0.773655 [0.857143,0.619048]
f_measure
0.754415 [0.830189,0.608696]
f_measure
0.688477 [0.780952,0.510638]
kappa
0.553191
kappa
0.339191
kappa
0.493617
kappa
0.326531
kappa
0.493617
kappa
0.619536
kappa
0.413157
kappa
0.491749
kappa
0.442997
kappa
0.295161
kb_relative_information_score
25.626208
kb_relative_information_score
13.389732
kb_relative_information_score
21.03041
kb_relative_information_score
18.274114
kb_relative_information_score
18.41158
kb_relative_information_score
22.596961
kb_relative_information_score
18.863218
kb_relative_information_score
21.297709
kb_relative_information_score
18.5897
kb_relative_information_score
12.949411
mean_absolute_error
0.322614
mean_absolute_error
0.377927
mean_absolute_error
0.344466
mean_absolute_error
0.352801
mean_absolute_error
0.358595
mean_absolute_error
0.339108
mean_absolute_error
0.354909
mean_absolute_error
0.342516
mean_absolute_error
0.347968
mean_absolute_error
0.375504
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
0.802243 [0.818182,0.772727]
precision
0.720101 [0.737705,0.6875]
precision
0.774498 [0.8,0.727273]
precision
0.724593 [0.730159,0.714286]
precision
0.774498 [0.8,0.727273]
precision
0.828933 [0.849057,0.791667]
precision
0.748514 [0.762712,0.722222]
precision
0.806619 [0.774194,0.866667]
precision
0.756391 [0.785714,0.7]
precision
0.685919 [0.745455,0.571429]
predictive_accuracy
0.805195
predictive_accuracy
0.727273
predictive_accuracy
0.779221
predictive_accuracy
0.727273
predictive_accuracy
0.779221
predictive_accuracy
0.831169
predictive_accuracy
0.753247
predictive_accuracy
0.792208
predictive_accuracy
0.763158
predictive_accuracy
0.697368
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
0.805195 [0.9,0.62963]
recall
0.727273 [0.9,0.407407]
recall
0.779221 [0.88,0.592593]
recall
0.727273 [0.92,0.37037]
recall
0.779221 [0.88,0.592593]
recall
0.831169 [0.9,0.703704]
recall
0.753247 [0.9,0.481481]
recall
0.792208 [0.96,0.481481]
recall
0.763158 [0.88,0.538462]
recall
0.697368 [0.82,0.461538]
relative_absolute_error
0.70904
relative_absolute_error
0.830608
relative_absolute_error
0.757067
relative_absolute_error
0.775385
relative_absolute_error
0.788119
relative_absolute_error
0.74529
relative_absolute_error
0.780018
relative_absolute_error
0.752781
relative_absolute_error
0.769115
relative_absolute_error
0.829978
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
0.365338
root_mean_squared_error
0.440361
root_mean_squared_error
0.391932
root_mean_squared_error
0.409875
root_mean_squared_error
0.409929
root_mean_squared_error
0.376021
root_mean_squared_error
0.415656
root_mean_squared_error
0.391086
root_mean_squared_error
0.41001
root_mean_squared_error
0.438076
root_relative_squared_error
0.765628
root_relative_squared_error
0.92285
root_relative_squared_error
0.821358
root_relative_squared_error
0.858961
root_relative_squared_error
0.859074
root_relative_squared_error
0.788014
root_relative_squared_error
0.871076
root_relative_squared_error
0.819586
root_relative_squared_error
0.864144
root_relative_squared_error
0.923295
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