132256
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
419
weka.AdaBoostM1_RandomForest(2)
668
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 40 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
40
419
P
100
419
S
1
419
W
weka.classifiers.trees.RandomForest
419
I
100
391
K
0
391
S
1
391
num-slots
1
391
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
420081
description
https://api.openml.org/data/download/420081/weka_generated_run5366663664187427868.xml
-1
420084
model_readable
https://api.openml.org/data/download/420084/WekaModel_weka.classifiers.meta.AdaBoostM16609236149249593265.model
-1
420083
model_serialized
https://api.openml.org/data/download/420083/WekaSerialized_weka.classifiers.meta.AdaBoostM12526883431221156686.model
-1
420082
predictions
https://api.openml.org/data/download/420082/weka_generated_predictions4016167558335620653.arff
area_under_roc_curve
0.404112 [0.408954,0.727273,0.364268]
average_cost
0
build_cpu_time
0.5426
build_memory
1537053172.8
f_measure
0.538922 [0.737589,0,0.054054]
kappa
-0.164336
kb_relative_information_score
-0.437327
mean_absolute_error
0.265475
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
0.500744 [0.675325,0,0.076923]
predictive_accuracy
0.588889
prior_entropy
1.030501
recall
0.588889 [0.8125,0,0.041667]
relative_absolute_error
0.924817
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.496378
root_relative_squared_error
1.32196
scimark_benchmark
940.553669 [559.0515076853742, 1007.8216880702337, 482.58056402979616, 904.5686674515777, 1748.7459163532728]
total_cost
0
area_under_roc_curve
0.698413 [0.714286,0.0,0.642857]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.896825 [0.928571,0.0,0.785714]
area_under_roc_curve
0.535714 [0.535714,0.0,0.535714]
area_under_roc_curve
0.324074 [0.305556,0.0,0.361111]
area_under_roc_curve
0.222222 [0.222222,0.0,0.222222]
area_under_roc_curve
0.111111 [0.111111,0.0,0.111111]
area_under_roc_curve
0.388889 [0.388889,0.0,0.388889]
area_under_roc_curve
0.406085 [0.388889,0.75,0.285714]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
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
0.764
build_cpu_time
0.414
build_cpu_time
0.558
build_cpu_time
0.576
build_cpu_time
0.503
build_cpu_time
0.562
build_cpu_time
0.476
build_cpu_time
0.569
build_cpu_time
0.488
build_cpu_time
0.516
build_memory
1205099600
build_memory
1448791104
build_memory
1748383296
build_memory
1201747864
build_memory
1488630600
build_memory
1792000400
build_memory
1180393160
build_memory
1482239520
build_memory
1768737632
build_memory
2054508552
f_measure
0.555556 [0.714286,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.777778 [0.857143,0,0.5]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.333333 [0.5,0,0]
f_measure
0.410256 [0.615385,0,0]
f_measure
0.410256 [0.615385,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
-0.285714
kappa
0
kappa
0
kappa
0.357143
kappa
-0.2
kappa
-0.2
kappa
-0.5
kappa
-0.363636
kappa
-0.285714
kappa
0
kb_relative_information_score
-0.771445
kb_relative_information_score
2.629058
kb_relative_information_score
2.658991
kb_relative_information_score
1.582968
kb_relative_information_score
-0.488699
kb_relative_information_score
0.303499
kb_relative_information_score
-3.896762
kb_relative_information_score
-2.460108
kb_relative_information_score
-2.046368
kb_relative_information_score
2.051538
mean_absolute_error
0.259557
mean_absolute_error
0.148399
mean_absolute_error
0.14684
mean_absolute_error
0.185131
mean_absolute_error
0.296331
mean_absolute_error
0.267603
mean_absolute_error
0.407776
mean_absolute_error
0.359967
mean_absolute_error
0.359122
mean_absolute_error
0.224024
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
0.555556 [0.714286,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.777778 [0.857143,0,0.5]
precision
0.416667 [0.625,0,0]
precision
0.416667 [0.625,0,0]
precision
0.333333 [0.5,0,0]
precision
0.380952 [0.571429,0,0]
precision
0.380952 [0.571429,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.555556
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.555556
predictive_accuracy
0.333333
predictive_accuracy
0.444444
predictive_accuracy
0.444444
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 [0.857143,0,0.5]
recall
0.555556 [0.833333,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.333333 [0.5,0,0]
recall
0.444444 [0.666667,0,0]
recall
0.444444 [0.666667,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
0.981547
relative_absolute_error
0.56119
relative_absolute_error
0.555296
relative_absolute_error
0.700096
relative_absolute_error
1.000116
relative_absolute_error
0.90316
relative_absolute_error
1.376243
relative_absolute_error
1.214889
relative_absolute_error
1.144361
relative_absolute_error
0.713864
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
0.486612
root_mean_squared_error
0.384865
root_mean_squared_error
0.379704
root_mean_squared_error
0.358753
root_mean_squared_error
0.544302
root_mean_squared_error
0.492016
root_mean_squared_error
0.623834
root_mean_squared_error
0.592259
root_mean_squared_error
0.554952
root_mean_squared_error
0.468897
root_relative_squared_error
1.414369
root_relative_squared_error
1.118635
root_relative_squared_error
1.103635
root_relative_squared_error
1.04274
root_relative_squared_error
1.40431
root_relative_squared_error
1.26941
root_relative_squared_error
1.609502
root_relative_squared_error
1.528038
root_relative_squared_error
1.354944
root_relative_squared_error
1.144837
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