14435
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
76
weka.Bagging_REPTree(1)
109
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 60 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
I
60
76
P
100
76
S
1
76
W
weka.classifiers.trees.REPTree
76
num-slots
1
76
I
0.0
61
L
-1
61
M
2
61
N
3
61
S
1
61
V
0.001
61
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
29215
description
https://api.openml.org/data/download/29215/weka_generated_run8243089147692394139.xml
-1
29216
predictions
https://api.openml.org/data/download/29216/weka_generated_predictions4846180910243986889.arff
area_under_roc_curve
0.380413 [0.400841,0.034091,0.354798]
average_cost
0
f_measure
0.591053 [0.831169,0,0]
kappa
0
kb_relative_information_score
-2.68392
mean_absolute_error
0.288085
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
1.003583
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.387966
root_relative_squared_error
1.033236
scimark_benchmark
923.314799 [561.5713252099507891.6959722788405483.8854846559526910.85475360997441768.5664600912808]
total_cost
0
area_under_roc_curve
0.468254 [0.5,0.0,0.357143]
area_under_roc_curve
0.428571 [0.428571,0.0,0.428571]
area_under_roc_curve
0.325397 [0.357143,0.0,0.214286]
area_under_roc_curve
0.507937 [0.571429,0.0,0.285714]
area_under_roc_curve
0.518519 [0.555556,0.0,0.444444]
area_under_roc_curve
0.5 [0.444444,0.0,0.611111]
area_under_roc_curve
0.185185 [0.166667,0.0,0.222222]
area_under_roc_curve
0.37037 [0.388889,0.0,0.333333]
area_under_roc_curve
0.111111 [0.166667,0,0]
area_under_roc_curve
0.33664 [0.388889,0.125,0.285714]
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
build_cpu_time
0.022
build_cpu_time
0.023
build_cpu_time
0.023
build_cpu_time
0.022
build_cpu_time
0.022
build_cpu_time
0.022
build_cpu_time
0.021
build_cpu_time
0.022
build_cpu_time
0.026
build_cpu_time
0.02
build_memory
171799920
build_memory
184578808
build_memory
195494912
build_memory
205785760
build_memory
216792408
build_memory
227022216
build_memory
237308832
build_memory
248178592
build_memory
154154208
build_memory
164190040
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
-1.155076
kb_relative_information_score
0.552432
kb_relative_information_score
-0.084282
kb_relative_information_score
0.168108
kb_relative_information_score
-0.461894
kb_relative_information_score
0.187539
kb_relative_information_score
-0.533755
kb_relative_information_score
-0.440239
kb_relative_information_score
-0.843179
kb_relative_information_score
-0.073574
mean_absolute_error
0.287523
mean_absolute_error
0.243391
mean_absolute_error
0.258511
mean_absolute_error
0.255309
mean_absolute_error
0.299069
mean_absolute_error
0.289638
mean_absolute_error
0.305975
mean_absolute_error
0.301658
mean_absolute_error
0.329063
mean_absolute_error
0.310717
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
1.087306
relative_absolute_error
0.920412
relative_absolute_error
0.977593
relative_absolute_error
0.965484
relative_absolute_error
1.009359
relative_absolute_error
0.977528
relative_absolute_error
1.032666
relative_absolute_error
1.018097
relative_absolute_error
1.048575
relative_absolute_error
0.990114
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
0.362475
root_mean_squared_error
0.342021
root_mean_squared_error
0.35638
root_mean_squared_error
0.346902
root_mean_squared_error
0.40159
root_mean_squared_error
0.38648
root_mean_squared_error
0.410557
root_mean_squared_error
0.402881
root_mean_squared_error
0.436034
root_mean_squared_error
0.421694
root_relative_squared_error
1.053558
root_relative_squared_error
0.994106
root_relative_squared_error
1.035841
root_relative_squared_error
1.008294
root_relative_squared_error
1.036109
root_relative_squared_error
0.997124
root_relative_squared_error
1.059243
root_relative_squared_error
1.03944
root_relative_squared_error
1.0646
root_relative_squared_error
1.029587
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