14740
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
144
weka.RandomCommittee_RandomTree(1)
61
weka.classifiers.meta.RandomCommittee -- -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -S 1
I
10
144
S
1
144
W
weka.classifiers.trees.RandomTree
144
num-slots
1
144
K
0
64
M
1.0
64
S
1
64
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
29825
description
https://api.openml.org/data/download/29825/weka_generated_run311540201758816306.xml
-1
29826
predictions
https://api.openml.org/data/download/29826/weka_generated_predictions7243073072874385638.arff
area_under_roc_curve
0.439248 [0.463041,0.392045,0.379735]
average_cost
0
f_measure
0.550861 [0.774648,0,0]
kappa
-0.108374
kb_relative_information_score
-9.067417
mean_absolute_error
0.295807
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.501425 [0.705128,0,0]
predictive_accuracy
0.611111
prior_entropy
1.030501
recall
0.611111 [0.859375,0,0]
relative_absolute_error
1.030481
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.469081
root_relative_squared_error
1.249264
scimark_benchmark
941.881453 [561.7522155508621014.7208839634673464.0197769303245908.32981910425011760.5845701777503]
total_cost
0
area_under_roc_curve
0.642857 [0.714286,0.0,0.392857]
area_under_roc_curve
0.285714 [0.285714,0.0,0.285714]
area_under_roc_curve
0.722222 [0.785714,0.0,0.5]
area_under_roc_curve
0.571429 [0.571429,0.0,0.571429]
area_under_roc_curve
0.296296 [0.305556,0.0,0.277778]
area_under_roc_curve
0.185185 [0.166667,0.0,0.222222]
area_under_roc_curve
0.166667 [0.166667,0.0,0.166667]
area_under_roc_curve
0.388889 [0.388889,0.0,0.388889]
area_under_roc_curve
0.399471 [0.444444,0.5,0.214286]
area_under_roc_curve
0.667659 [0.75,0.4375,0.535714]
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
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.005
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_cpu_time
0.004
build_memory
569706960
build_memory
569706960
build_memory
574992784
build_memory
574992784
build_memory
574992784
build_memory
580275704
build_memory
580275704
build_memory
580275704
build_memory
585558632
build_memory
585558632
f_measure
0.598291 [0.769231,0,0]
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
0.410256 [0.615385,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.410256 [0.615385,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.512821 [0.769231,0,0]
f_measure
0.571429 [0.857143,0,0]
kappa
-0.028571
kappa
0
kappa
0
kappa
0
kappa
-0.363636
kappa
-0.2
kappa
-0.363636
kappa
-0.2
kappa
-0.028571
kappa
0.129032
kb_relative_information_score
-2.23988
kb_relative_information_score
2.03218
kb_relative_information_score
1.881699
kb_relative_information_score
0.529198
kb_relative_information_score
-1.95386
kb_relative_information_score
-3.28707
kb_relative_information_score
-4.337452
kb_relative_information_score
-1.07254
kb_relative_information_score
-2.356745
kb_relative_information_score
1.737053
mean_absolute_error
0.307191
mean_absolute_error
0.177704
mean_absolute_error
0.177144
mean_absolute_error
0.239506
mean_absolute_error
0.344665
mean_absolute_error
0.372934
mean_absolute_error
0.415144
mean_absolute_error
0.315683
mean_absolute_error
0.368272
mean_absolute_error
0.239824
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
0.648148 [0.833333,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.380952 [0.571429,0,0]
precision
0.416667 [0.625,0,0]
precision
0.380952 [0.571429,0,0]
precision
0.416667 [0.625,0,0]
precision
0.47619 [0.714286,0,0]
precision
0.5 [0.75,0,0]
predictive_accuracy
0.555556
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.444444
predictive_accuracy
0.555556
predictive_accuracy
0.444444
predictive_accuracy
0.555556
predictive_accuracy
0.555556
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
0.555556 [0.714286,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.444444 [0.666667,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.444444 [0.666667,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.161682
relative_absolute_error
0.672011
relative_absolute_error
0.669894
relative_absolute_error
0.905723
relative_absolute_error
1.163243
relative_absolute_error
1.258653
relative_absolute_error
1.401111
relative_absolute_error
1.06543
relative_absolute_error
1.173515
relative_absolute_error
0.764209
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
0.471961
root_mean_squared_error
0.38996
root_mean_squared_error
0.341349
root_mean_squared_error
0.373164
root_mean_squared_error
0.53178
root_mean_squared_error
0.510977
root_mean_squared_error
0.594457
root_mean_squared_error
0.449719
root_mean_squared_error
0.542233
root_mean_squared_error
0.41983
root_relative_squared_error
1.371786
root_relative_squared_error
1.133444
root_relative_squared_error
0.992153
root_relative_squared_error
1.084627
root_relative_squared_error
1.372001
root_relative_squared_error
1.318329
root_relative_squared_error
1.533709
root_relative_squared_error
1.160284
root_relative_squared_error
1.32389
root_relative_squared_error
1.025037
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