510380
64
Rafael Gomes Mantovani
38
Supervised Classification
predictive_accuracy
2337
classif.xgboost(4)
3007
nrounds
1
2337
seed
1
2337
kind
Mersenne-Twister
2337
normal.kind
Inversion
2337
study_7
39
ecoli
https://www.openml.org/data/download/39/dataset_39_ecoli.arff
-1
1769945
description
https://www.openml.org/data/download/1769945/file24156c06228a
-1
1769946
predictions
https://www.openml.org/data/download/1769946/file2415f6fb03d
area_under_roc_curve
0.859043 [0.921247,0.883468,0.834642,0.715282,0.696835,0.9,0.5,0.5]
average_cost
0
f_measure
0.784152 [0.905537,0.802469,0.732673,0.542373,0.533333,0.888889,0,0]
kappa
0.716084
kb_relative_information_score
226.350615
mean_absolute_error
0.049851
mean_prior_absolute_error
0.182785
number_of_instances
336 [143,77,52,35,20,5,2,2]
precision
0.784768 [0.847561,0.764706,0.755102,0.666667,0.8,1,0,0]
predictive_accuracy
0.800595
prior_entropy
2.235317
recall
0.800595 [0.972028,0.844156,0.711538,0.457143,0.4,0.8,0,0]
relative_absolute_error
0.272732
root_mean_prior_squared_error
0.301619
root_mean_squared_error
0.223274
root_relative_squared_error
0.74025
total_cost
0
usercpu_time_millis
78.78
usercpu_time_millis_testing
0.452999999999982
usercpu_time_millis_training
78.327
area_under_roc_curve
0.919971 [0.973684,0.918269,0.865517,0.875,0.75,0.0,0.0,0.0]
area_under_roc_curve
0.875849 [0.914035,0.962963,0.765517,0.875,0.5,1,0.0,0.0]
area_under_roc_curve
0.81806 [0.925,0.854497,0.782759,0.5,0.734375,1,0.0,0.5]
area_under_roc_curve
0.840166 [0.95,0.907407,0.882759,0.5,0.5,1,0.0,0.5]
area_under_roc_curve
0.878205 [0.95,0.961538,0.9,0.716667,0.5,0.5,0.0,0.0]
area_under_roc_curve
0.819798 [0.889286,0.961538,0.565517,0.634409,0.75,1,0.5,0.0]
area_under_roc_curve
0.8104 [0.885338,0.69,0.882143,0.65,0.983871,0.0,0.5,0.0]
area_under_roc_curve
0.892183 [0.947368,0.9175,0.814815,0.816667,0.75,0.0,0.0,0.0]
area_under_roc_curve
0.763938 [0.815789,0.6875,0.898148,0.633333,0.5,0.0,0.0,0.0]
area_under_roc_curve
0.982143 [0.966667,1,0.982143,1,1,0.0,0.0,0.0]
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
average_cost
0
f_measure
0.879835 [0.967742,0.875,0.727273,0.857143,0.666667,0,0,0]
f_measure
0.797116 [0.903226,0.875,0.6,0.857143,0,1,0,0]
f_measure
0.674108 [0.903226,0.705882,0.666667,0,0.5,1,0,0]
f_measure
0.683075 [0.933333,0.736842,0.8,0,0,1,0,0]
f_measure
0.783007 [0.933333,0.888889,0.888889,0.5,0,0,0,0]
f_measure
0.700817 [0.866667,0.888889,0.25,0.333333,0.666667,1,0,0]
f_measure
0.70303 [0.866667,0.533333,0.8,0.4,0.8,0,0,0]
f_measure
0.841322 [0.933333,0.875,0.727273,0.666667,0.666667,0,0,0]
f_measure
0.653444 [0.8,0.545455,0.833333,0.333333,0,0,0,0]
f_measure
0.970552 [0.965517,1,0.909091,1,1,0,0,0]
kappa
0.831683
kappa
0.749693
kappa
0.62819
kappa
0.6691
kappa
0.75
kappa
0.629091
kappa
0.615285
kappa
0.782895
kappa
0.545455
kappa
0.957254
kb_relative_information_score
25.752384
kb_relative_information_score
24.459047
kb_relative_information_score
20.940663
kb_relative_information_score
21.534206
kb_relative_information_score
22.929286
kb_relative_information_score
21.079251
kb_relative_information_score
19.761917
kb_relative_information_score
23.625586
kb_relative_information_score
17.072474
kb_relative_information_score
29.195801
mean_absolute_error
0.029412
mean_absolute_error
0.044118
mean_absolute_error
0.066176
mean_absolute_error
0.058824
mean_absolute_error
0.044118
mean_absolute_error
0.066176
mean_absolute_error
0.068182
mean_absolute_error
0.037879
mean_absolute_error
0.075758
mean_absolute_error
0.007576
mean_prior_absolute_error
0.180852
mean_prior_absolute_error
0.182391
mean_prior_absolute_error
0.185405
mean_prior_absolute_error
0.185405
mean_prior_absolute_error
0.183802
mean_prior_absolute_error
0.184508
mean_prior_absolute_error
0.182655
mean_prior_absolute_error
0.181554
mean_prior_absolute_error
0.181554
mean_prior_absolute_error
0.17955
number_of_instances
34 [15,8,5,4,2,0,0,0]
number_of_instances
34 [15,7,5,4,2,1,0,0]
number_of_instances
34 [14,7,5,4,2,1,0,1]
number_of_instances
34 [14,7,5,4,2,1,0,1]
number_of_instances
34 [14,8,5,4,2,1,0,0]
number_of_instances
34 [14,8,5,3,2,1,1,0]
number_of_instances
33 [14,8,5,3,2,0,1,0]
number_of_instances
33 [14,8,6,3,2,0,0,0]
number_of_instances
33 [14,8,6,3,2,0,0,0]
number_of_instances
33 [15,8,5,3,2,0,0,0]
precision
0.893995 [0.9375,0.875,0.666667,1,1,0,0,0]
precision
0.781454 [0.875,0.777778,0.6,1,0,1,0,0]
precision
0.631747 [0.823529,0.6,0.75,0,0.5,1,0,0]
precision
0.627451 [0.875,0.583333,0.8,0,0,1,0,0]
precision
0.754412 [0.875,0.8,1,0.5,0,0,0,0]
precision
0.689461 [0.8125,0.8,0.333333,0.333333,1,1,0,0]
precision
0.690296 [0.8125,0.571429,0.8,0.5,0.666667,0,0,0]
precision
0.85 [0.875,0.875,0.8,0.666667,1,0,0,0]
precision
0.707071 [0.666667,1,0.833333,0.333333,0,0,0,0]
precision
0.974747 [1,1,0.833333,1,1,0,0,0]
predictive_accuracy
0.882353
predictive_accuracy
0.823529
predictive_accuracy
0.735294
predictive_accuracy
0.764706
predictive_accuracy
0.823529
predictive_accuracy
0.735294
predictive_accuracy
0.727273
predictive_accuracy
0.848485
predictive_accuracy
0.69697
predictive_accuracy
0.969697
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
recall
0.882353 [1,0.875,0.8,0.75,0.5,0,0,0]
recall
0.823529 [0.933333,1,0.6,0.75,0,1,0,0]
recall
0.735294 [1,0.857143,0.6,0,0.5,1,0,0]
recall
0.764706 [1,1,0.8,0,0,1,0,0]
recall
0.823529 [1,1,0.8,0.5,0,0,0,0]
recall
0.735294 [0.928571,1,0.2,0.333333,0.5,1,0,0]
recall
0.727273 [0.928571,0.5,0.8,0.333333,1,0,0,0]
recall
0.848485 [1,0.875,0.666667,0.666667,0.5,0,0,0]
recall
0.69697 [1,0.375,0.833333,0.333333,0,0,0,0]
recall
0.969697 [0.933333,1,1,1,1,0,0,0]
relative_absolute_error
0.162629
relative_absolute_error
0.241884
relative_absolute_error
0.356929
relative_absolute_error
0.31727
relative_absolute_error
0.240028
relative_absolute_error
0.358665
relative_absolute_error
0.373282
relative_absolute_error
0.208637
relative_absolute_error
0.417273
relative_absolute_error
0.042193
root_mean_prior_squared_error
0.298399
root_mean_prior_squared_error
0.300966
root_mean_prior_squared_error
0.305932
root_mean_prior_squared_error
0.305932
root_mean_prior_squared_error
0.303301
root_mean_prior_squared_error
0.304462
root_mean_prior_squared_error
0.301404
root_mean_prior_squared_error
0.299572
root_mean_prior_squared_error
0.299572
root_mean_prior_squared_error
0.296208
root_mean_squared_error
0.171499
root_mean_squared_error
0.210042
root_mean_squared_error
0.257248
root_mean_squared_error
0.242536
root_mean_squared_error
0.210042
root_mean_squared_error
0.257248
root_mean_squared_error
0.261116
root_mean_squared_error
0.194625
root_mean_squared_error
0.275241
root_mean_squared_error
0.087039
root_relative_squared_error
0.57473
root_relative_squared_error
0.697892
root_relative_squared_error
0.840865
root_relative_squared_error
0.792775
root_relative_squared_error
0.69252
root_relative_squared_error
0.844927
root_relative_squared_error
0.866334
root_relative_squared_error
0.649676
root_relative_squared_error
0.918781
root_relative_squared_error
0.293843
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