206235
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
1182
weka.AdaBoostM1_DecisionStump(12)
2028
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump
P
100
1182
S
1
1182
I
40
1182
W
weka.classifiers.trees.DecisionStump
1182
study_1
weka
weka_3.7.12
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
682534
description
https://api.openml.org/data/download/682534/weka_generated_run5895780467154871131.xml
-1
682537
model_readable
https://api.openml.org/data/download/682537/WekaModel_weka.classifiers.meta.AdaBoostM17026216170552805334.model
-1
682536
model_serialized
https://api.openml.org/data/download/682536/WekaSerialized_weka.classifiers.meta.AdaBoostM17650067202995120424.model
-1
682535
predictions
https://api.openml.org/data/download/682535/weka_generated_predictions3955702334600065898.arff
area_under_roc_curve
0.432708 [0.426382,0.176136,0.47096]
average_cost
0
f_measure
0.585621 [0.823529,0,0]
kappa
-0.021008
kb_relative_information_score
-27.12243
mean_absolute_error
0.351226
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.503371 [0.707865,0,0]
predictive_accuracy
0.7
prior_entropy
1.030501
recall
0.7 [0.984375,0,0]
relative_absolute_error
1.223541
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.402767
root_relative_squared_error
1.072654
scimark_benchmark
1304.961083 [780.7702172410103, 1005.1930475889384, 543.6667397660632, 1100.0587970216386, 3095.1166140229348]
total_cost
0
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
area_under_roc_curve
0.607143 [0.607143,0.0,0.607143]
area_under_roc_curve
0.285714 [0.285714,0.0,0.285714]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.678571 [0.678571,0.0,0.678571]
area_under_roc_curve
0.416667 [0.416667,0.0,0.416667]
area_under_roc_curve
0.416667 [0.416667,0.0,0.416667]
area_under_roc_curve
0.75 [0.75,0.0,0.75]
area_under_roc_curve
0.509259 [0.5,0.0,0.527778]
area_under_roc_curve
0.421627 [0.416667,0.4375,0.428571]
area_under_roc_curve
0.264881 [0.25,0.3125,0.285714]
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
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.2
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-3.526934
kb_relative_information_score
-3.61456
kb_relative_information_score
-3.195966
kb_relative_information_score
-3.535789
kb_relative_information_score
-3.746804
kb_relative_information_score
-3.044185
kb_relative_information_score
-3.095596
kb_relative_information_score
-2.988801
kb_relative_information_score
0.324306
kb_relative_information_score
-0.698102
mean_absolute_error
0.335168
mean_absolute_error
0.340277
mean_absolute_error
0.32908
mean_absolute_error
0.335247
mean_absolute_error
0.383806
mean_absolute_error
0.361
mean_absolute_error
0.361018
mean_absolute_error
0.359377
mean_absolute_error
0.339389
mean_absolute_error
0.367896
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.313819
mean_prior_absolute_error
0.313819
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,1,2]
number_of_instances
9 [6,1,2]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
predictive_accuracy
0.666667
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.267482
relative_absolute_error
1.286801
relative_absolute_error
1.244459
relative_absolute_error
1.267778
relative_absolute_error
1.295345
relative_absolute_error
1.218377
relative_absolute_error
1.218434
relative_absolute_error
1.212899
relative_absolute_error
1.081479
relative_absolute_error
1.172319
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.409576
root_mean_prior_squared_error
0.409576
root_mean_squared_error
0.376737
root_mean_squared_error
0.388137
root_mean_squared_error
0.374895
root_mean_squared_error
0.376508
root_mean_squared_error
0.441582
root_mean_squared_error
0.414066
root_mean_squared_error
0.410586
root_mean_squared_error
0.411293
root_mean_squared_error
0.410727
root_mean_squared_error
0.417662
root_relative_squared_error
1.095009
root_relative_squared_error
1.128146
root_relative_squared_error
1.089657
root_relative_squared_error
1.094346
root_relative_squared_error
1.13929
root_relative_squared_error
1.068297
root_relative_squared_error
1.05932
root_relative_squared_error
1.061143
root_relative_squared_error
1.002812
root_relative_squared_error
1.019743
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
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
10
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
10
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0