15428
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
185
weka.MultiBoostAB_REPTree(1)
273
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
C
3
185
I
40
185
P
100
185
S
1
185
W
weka.classifiers.trees.REPTree
185
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
31315
description
https://api.openml.org/data/download/31315/weka_generated_run5077565844712654340.xml
-1
31316
predictions
https://api.openml.org/data/download/31316/weka_generated_predictions4206676601585247432.arff
area_under_roc_curve
0.370769 [0.36899,0.732955,0.345328]
average_cost
0
f_measure
0.580117 [0.815789,0,0]
kappa
-0.041322
kb_relative_information_score
-9.580619
mean_absolute_error
0.314679
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
0.50101 [0.704545,0,0]
predictive_accuracy
0.688889
prior_entropy
1.030501
recall
0.688889 [0.96875,0,0]
relative_absolute_error
1.096226
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.399198
root_relative_squared_error
1.063149
scimark_benchmark
934.291899 [550.40728600235831006.5056202244749470.52664044102374903.63329705633991740.3866518216023]
total_cost
0
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.464286 [0.464286,0.0,0.464286]
area_under_roc_curve
0.416667 [0.416667,0.0,0.416667]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.111111 [0.111111,0.0,0.111111]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.343254 [0.333333,0.375,0.357143]
area_under_roc_curve
0.494048 [0.5,0.875,0.285714]
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
0.01
build_cpu_time
0.007
build_cpu_time
0.008
build_cpu_time
0.024
build_cpu_time
0.01
build_cpu_time
0.007
build_cpu_time
0.016
build_cpu_time
0.007
build_cpu_time
0.017
build_cpu_time
0.005
build_memory
529557560
build_memory
529557560
build_memory
529557560
build_memory
540032192
build_memory
540032192
build_memory
540032192
build_memory
550781520
build_memory
550781520
build_memory
550781520
build_memory
561256144
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
0.622222 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.533333 [0.8,0,0]
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]
kappa
0
kappa
0
kappa
0
kappa
-0.173913
kappa
0
kappa
0
kappa
-0.2
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.095672
kb_relative_information_score
0.095672
kb_relative_information_score
0.095672
kb_relative_information_score
-1.398356
kb_relative_information_score
-3.358472
kb_relative_information_score
0.148778
kb_relative_information_score
-4.082783
kb_relative_information_score
0.148778
kb_relative_information_score
-1.737994
kb_relative_information_score
0.412413
mean_absolute_error
0.261545
mean_absolute_error
0.261545
mean_absolute_error
0.261545
mean_absolute_error
0.291662
mean_absolute_error
0.367032
mean_absolute_error
0.290809
mean_absolute_error
0.393576
mean_absolute_error
0.290809
mean_absolute_error
0.378276
mean_absolute_error
0.349994
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
0.583333 [0.75,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
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]
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
0.555556
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
0.666667 [0.857143,0,0]
recall
0.666667 [1,0,0]
recall
0.666667 [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]
relative_absolute_error
0.989067
relative_absolute_error
0.989067
relative_absolute_error
0.989067
relative_absolute_error
1.102956
relative_absolute_error
1.238732
relative_absolute_error
0.981481
relative_absolute_error
1.328318
relative_absolute_error
0.981481
relative_absolute_error
1.205394
relative_absolute_error
1.115274
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
0.343615
root_mean_squared_error
0.343615
root_mean_squared_error
0.343615
root_mean_squared_error
0.375371
root_mean_squared_error
0.41541
root_mean_squared_error
0.388578
root_mean_squared_error
0.468508
root_mean_squared_error
0.388578
root_mean_squared_error
0.462519
root_mean_squared_error
0.43646
root_relative_squared_error
0.99874
root_relative_squared_error
0.99874
root_relative_squared_error
0.99874
root_relative_squared_error
1.091042
root_relative_squared_error
1.071765
root_relative_squared_error
1.002539
root_relative_squared_error
1.208759
root_relative_squared_error
1.002539
root_relative_squared_error
1.129265
root_relative_squared_error
1.065639
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