33176
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
524
weka.Bagging_JRip(2)
772
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.rules.JRip -- -F 3 -N 2.0 -O 2 -S 1
I
160
524
P
100
524
S
1
524
W
weka.classifiers.rules.JRip
524
num-slots
1
524
F
3
390
N
2.0
390
O
2
390
S
1
390
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
83437
description
https://api.openml.org/data/download/83437/weka_generated_run6243133087451192697.xml
-1
83442
model_readable
https://api.openml.org/data/download/83442/WekaModel_weka.classifiers.meta.Bagging8640204851852087418.model
-1
83441
model_serialized
https://api.openml.org/data/download/83441/WekaSerialized_weka.classifiers.meta.Bagging399538203053743369.model
-1
83439
predictions
https://api.openml.org/data/download/83439/weka_generated_predictions3566413657720282269.arff
area_under_roc_curve
0.338623 [0.362079,0.034091,0.301452]
average_cost
0
build_cpu_time
0.1909
build_memory
148923264
f_measure
0.591053 [0.831169,0,0]
kappa
0
kb_relative_information_score
-4.121057
mean_absolute_error
0.291339
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
0.505679 [0.711111,0,0]
predictive_accuracy
0.711111
prior_entropy
1.030501
recall
0.711111 [1,0,0]
relative_absolute_error
1.014917
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.393634
root_relative_squared_error
1.048331
scimark_benchmark
941.419045 [559.9488393771786, 1005.4552756626294, 473.6399836662232, 905.1933987820893, 1762.8577294742872]
total_cost
0
area_under_roc_curve
0.52381 [0.571429,0.0,0.357143]
area_under_roc_curve
0.15873 [0.142857,0.0,0.214286]
area_under_roc_curve
0.293651 [0.357143,0.0,0.071429]
area_under_roc_curve
0.337302 [0.321429,0.0,0.392857]
area_under_roc_curve
0.462963 [0.444444,0.0,0.5]
area_under_roc_curve
0.388889 [0.333333,0.0,0.5]
area_under_roc_curve
0.222222 [0.222222,0.0,0.222222]
area_under_roc_curve
0.351852 [0.333333,0.0,0.388889]
area_under_roc_curve
0.087963 [0.111111,0.125,0]
area_under_roc_curve
0.328042 [0.444444,0,0.142857]
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
0.217
build_cpu_time
0.209
build_cpu_time
0.209
build_cpu_time
0.206
build_cpu_time
0.194
build_cpu_time
0.188
build_cpu_time
0.182
build_cpu_time
0.171
build_cpu_time
0.178
build_cpu_time
0.155
build_memory
148747080
build_memory
142640248
build_memory
140256160
build_memory
133435368
build_memory
133164688
build_memory
127116280
build_memory
129945856
build_memory
130126424
build_memory
133445144
build_memory
270355392
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
0.533333 [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]
f_measure
0.533333 [0.8,0,0]
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-0.680554
kb_relative_information_score
0.600025
kb_relative_information_score
-0.695849
kb_relative_information_score
-0.001646
kb_relative_information_score
-0.907367
kb_relative_information_score
-1.052281
kb_relative_information_score
-0.181302
kb_relative_information_score
-0.637116
kb_relative_information_score
-0.5464
kb_relative_information_score
-0.018568
mean_absolute_error
0.275103
mean_absolute_error
0.241512
mean_absolute_error
0.273117
mean_absolute_error
0.256053
mean_absolute_error
0.311198
mean_absolute_error
0.311108
mean_absolute_error
0.300868
mean_absolute_error
0.307655
mean_absolute_error
0.326136
mean_absolute_error
0.310639
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
0.444444 [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]
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
0.666667
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
0.666667 [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]
recall
0.666667 [1,0,0]
relative_absolute_error
1.040337
relative_absolute_error
0.913307
relative_absolute_error
1.032825
relative_absolute_error
0.968298
relative_absolute_error
1.050295
relative_absolute_error
1.049988
relative_absolute_error
1.015431
relative_absolute_error
1.038334
relative_absolute_error
1.039249
relative_absolute_error
0.989867
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
0.35331
root_mean_squared_error
0.348622
root_mean_squared_error
0.368242
root_mean_squared_error
0.355714
root_mean_squared_error
0.406456
root_mean_squared_error
0.406401
root_mean_squared_error
0.409515
root_mean_squared_error
0.407809
root_mean_squared_error
0.440805
root_mean_squared_error
0.426954
root_relative_squared_error
1.026918
root_relative_squared_error
1.013293
root_relative_squared_error
1.07032
root_relative_squared_error
1.033905
root_relative_squared_error
1.048664
root_relative_squared_error
1.048523
root_relative_squared_error
1.056556
root_relative_squared_error
1.052153
root_relative_squared_error
1.076248
root_relative_squared_error
1.042429
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