509271
64
Rafael Gomes Mantovani
40
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
41
glass
https://www.openml.org/data/download/41/dataset_41_glass.arff
-1
1767727
description
https://api.openml.org/data/download/1767727/file7b7c42a23679
-1
1767728
predictions
https://api.openml.org/data/download/1767728/file7b7c137774f9
area_under_roc_curve
0.751735 [0.739087,0.734744,0.578083,0.0,0.761768,0.884011,0.883038]
average_cost
0
f_measure
0.644958 [0.649351,0.657895,0.25,0,0.608696,0.777778,0.807018]
kappa
0.520092
kb_relative_information_score
117.982077
mean_absolute_error
0.098798
mean_prior_absolute_error
0.211588
number_of_instances
214 [70,76,17,0,13,9,29]
precision
0.648943 [0.595238,0.657895,0.428571,0,0.7,0.777778,0.821429]
predictive_accuracy
0.654206
prior_entropy
2.231512
recall
0.654206 [0.714286,0.657895,0.176471,0,0.538462,0.777778,0.793103]
relative_absolute_error
0.466937
root_mean_prior_squared_error
0.324448
root_mean_squared_error
0.314322
root_relative_squared_error
0.96879
total_cost
0
usercpu_time_millis
70.17
usercpu_time_millis_testing
0.322000000000003
usercpu_time_millis_training
69.848
area_under_roc_curve
0.761905 [0.761905,0.741071,0.75,0.0,0.5,1,0.833333]
area_under_roc_curve
0.639286 [0.580952,0.633929,0.475,0.0,1,0.97619,0.666667]
area_under_roc_curve
0.69881 [0.652381,0.669643,0.75,0.0,0.5,1,0.975]
area_under_roc_curve
0.784273 [0.719048,0.741071,0.5,0.0,0.975,1,0.947368]
area_under_roc_curve
0.769872 [0.785714,0.649038,0.475,0.0,1,0.0,1]
area_under_roc_curve
0.883761 [0.928571,0.836538,0.95,0.0,0.5,1,0.972222]
area_under_roc_curve
0.760714 [0.75,0.821429,0.5,0.0,0.475,0.5,1]
area_under_roc_curve
0.714286 [0.678571,0.75,0.5,0.0,1,1,0.666667]
area_under_roc_curve
0.757937 [0.821429,0.678571,0.5,0.0,0.5,1,0.972222]
area_under_roc_curve
0.760714 [0.714286,0.857143,0.5,0.0,0.975,0.5,0.833333]
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
0.669697 [0.666667,0.666667,0.666667,0,0,1,0.8]
f_measure
0.482323 [0.428571,0.555556,0,0,1,0.666667,0.5]
f_measure
0.562389 [0.533333,0.588235,0.666667,0,0,1,0.8]
f_measure
0.658683 [0.615385,0.666667,0,0,0.8,1,0.75]
f_measure
0.663866 [0.705882,0.5,0,0,1,0,1]
f_measure
0.806332 [0.923077,0.8,0.5,0,0,1,0.857143]
f_measure
0.615079 [0.666667,0.75,0,0,0,0,1]
f_measure
0.584967 [0.588235,0.666667,0,0,1,1,0.5]
f_measure
0.5975 [0.736842,0.545455,0,0,0,1,0.857143]
f_measure
0.610419 [0.615385,0.777778,0,0,0.666667,0,0.8]
kappa
0.549708
kappa
0.302594
kappa
0.429395
kappa
0.576923
kappa
0.547692
kappa
0.743119
kappa
0.528846
kappa
0.458065
kappa
0.53481
kappa
0.531847
kb_relative_information_score
12.744727
kb_relative_information_score
8.555288
kb_relative_information_score
10.827453
kb_relative_information_score
14.149398
kb_relative_information_score
12.200189
kb_relative_information_score
15.143614
kb_relative_information_score
10.673484
kb_relative_information_score
10.801503
kb_relative_information_score
11.798271
kb_relative_information_score
11.08815
mean_absolute_error
0.090909
mean_absolute_error
0.142857
mean_absolute_error
0.116883
mean_absolute_error
0.090909
mean_absolute_error
0.095238
mean_absolute_error
0.054422
mean_absolute_error
0.095238
mean_absolute_error
0.108844
mean_absolute_error
0.095238
mean_absolute_error
0.095238
mean_prior_absolute_error
0.211494
mean_prior_absolute_error
0.211494
mean_prior_absolute_error
0.212435
mean_prior_absolute_error
0.211729
mean_prior_absolute_error
0.208822
mean_prior_absolute_error
0.209068
mean_prior_absolute_error
0.2127
mean_prior_absolute_error
0.2127
mean_prior_absolute_error
0.2127
mean_prior_absolute_error
0.2127
number_of_instances
22 [7,8,2,0,1,1,3]
number_of_instances
22 [7,8,2,0,1,1,3]
number_of_instances
22 [7,8,2,0,2,1,2]
number_of_instances
22 [7,8,1,0,2,1,3]
number_of_instances
21 [7,8,1,0,2,0,3]
number_of_instances
21 [7,8,1,0,1,1,3]
number_of_instances
21 [7,7,2,0,1,1,3]
number_of_instances
21 [7,7,2,0,1,1,3]
number_of_instances
21 [7,7,2,0,1,1,3]
number_of_instances
21 [7,7,2,0,1,1,3]
precision
0.706021 [0.545455,0.714286,1,0,0,1,1]
precision
0.522727 [0.428571,0.5,0,0,1,0.5,1]
precision
0.558081 [0.5,0.555556,1,0,0,1,0.666667]
precision
0.65974 [0.666667,0.714286,0,0,0.666667,1,0.6]
precision
0.72381 [0.6,0.75,0,0,1,0,1]
precision
0.830499 [1,0.857143,0.333333,0,0,1,0.75]
precision
0.573413 [0.625,0.666667,0,0,0,0,1]
precision
0.613095 [0.5,0.625,0,0,1,1,1]
precision
0.599206 [0.583333,0.75,0,0,0,1,0.75]
precision
0.60101 [0.666667,0.636364,0,0,0.5,0,1]
predictive_accuracy
0.681818
predictive_accuracy
0.5
predictive_accuracy
0.590909
predictive_accuracy
0.681818
predictive_accuracy
0.666667
predictive_accuracy
0.809524
predictive_accuracy
0.666667
predictive_accuracy
0.619048
predictive_accuracy
0.666667
predictive_accuracy
0.666667
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
prior_entropy
2.231512
recall
0.681818 [0.857143,0.625,0.5,0,0,1,0.666667]
recall
0.5 [0.428571,0.625,0,0,1,1,0.333333]
recall
0.590909 [0.571429,0.625,0.5,0,0,1,1]
recall
0.681818 [0.571429,0.625,0,0,1,1,1]
recall
0.666667 [0.857143,0.375,0,0,1,0,1]
recall
0.809524 [0.857143,0.75,1,0,0,1,1]
recall
0.666667 [0.714286,0.857143,0,0,0,0,1]
recall
0.619048 [0.714286,0.714286,0,0,1,1,0.333333]
recall
0.666667 [1,0.428571,0,0,0,1,1]
recall
0.666667 [0.571429,1,0,0,1,0,0.666667]
relative_absolute_error
0.429842
relative_absolute_error
0.675465
relative_absolute_error
0.550207
relative_absolute_error
0.429364
relative_absolute_error
0.456073
relative_absolute_error
0.260306
relative_absolute_error
0.447757
relative_absolute_error
0.511722
relative_absolute_error
0.447757
relative_absolute_error
0.447757
root_mean_prior_squared_error
0.324303
root_mean_prior_squared_error
0.324303
root_mean_prior_squared_error
0.32575
root_mean_prior_squared_error
0.324666
root_mean_prior_squared_error
0.320157
root_mean_prior_squared_error
0.320541
root_mean_prior_squared_error
0.326158
root_mean_prior_squared_error
0.326158
root_mean_prior_squared_error
0.326158
root_mean_prior_squared_error
0.326158
root_mean_squared_error
0.301511
root_mean_squared_error
0.377964
root_mean_squared_error
0.341882
root_mean_squared_error
0.301511
root_mean_squared_error
0.308607
root_mean_squared_error
0.233285
root_mean_squared_error
0.308607
root_mean_squared_error
0.329914
root_mean_squared_error
0.308607
root_mean_squared_error
0.308607
root_relative_squared_error
0.92972
root_relative_squared_error
1.165466
root_relative_squared_error
1.049522
root_relative_squared_error
0.928683
root_relative_squared_error
0.963924
root_relative_squared_error
0.727784
root_relative_squared_error
0.946189
root_relative_squared_error
1.011518
root_relative_squared_error
0.946189
root_relative_squared_error
0.946189
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