10109
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
70
weka.SMO_PolyKernel(1)
151
weka.classifiers.functions.SMO -- -C 10.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -C 250007 -E 3.0"
C
250007
71
E
3.0
71
C
10.0
70
K
weka.classifiers.functions.supportVector.PolyKernel
70
L
0.001
70
N
0
70
P
1.0E-12
70
V
-1
70
W
1
70
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
20563
description
https://api.openml.org/data/download/20563/weka_generated_run2435827603025499312.xml
-1
20564
predictions
https://api.openml.org/data/download/20564/weka_generated_predictions9137291081313227904.arff
area_under_roc_curve
0.445574 [0.460337,0.471591,0.40404]
average_cost
0
f_measure
0.53064 [0.712121,0,0.090909]
kappa
-0.130515
kb_relative_information_score
-18.414572
mean_absolute_error
0.335802
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
0.51817 [0.691176,0,0.1]
predictive_accuracy
0.544444
prior_entropy
1.030501
recall
0.544444 [0.734375,0,0.083333]
relative_absolute_error
1.169811
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.433191
root_relative_squared_error
1.15368
scimark_benchmark
930.100751 [562.1142596826567924.6424691508148484.7593072718849909.2750179897271769.7127006129608]
total_cost
0
area_under_roc_curve
0.511905 [0.607143,0.0,0.178571]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.444444 [0.428571,0.0,0.5]
area_under_roc_curve
0.535714 [0.535714,0.0,0.535714]
area_under_roc_curve
0.333333 [0.333333,0.0,0.333333]
area_under_roc_curve
0.527778 [0.5,0.0,0.583333]
area_under_roc_curve
0.25 [0.25,0.0,0.25]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.452381 [0.5,0.5,0.285714]
area_under_roc_curve
0.442791 [0.472222,0.4375,0.357143]
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
0.03
build_cpu_time
0.03
build_cpu_time
0.025
build_cpu_time
0.029
build_cpu_time
0.032
build_cpu_time
0.029
build_cpu_time
0.033
build_cpu_time
0.03
build_cpu_time
0.027
build_cpu_time
0.037
build_memory
1155303192
build_memory
1203304632
build_memory
1251306072
build_memory
1304178504
build_memory
1352179944
build_memory
1400181384
build_memory
1448182824
build_memory
1496184264
build_memory
1544185704
build_memory
57678808
f_measure
0.598291 [0.769231,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.622222 [0.8,0,0]
f_measure
0.592593 [0.666667,0,0.333333]
f_measure
0.410256 [0.615385,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.333333 [0.5,0,0]
f_measure
0.555556 [0.666667,0,0.333333]
f_measure
0.444444 [0.666667,0,0]
f_measure
0.444444 [0.666667,0,0]
kappa
-0.028571
kappa
0
kappa
-0.173913
kappa
0.052632
kappa
-0.363636
kappa
0
kappa
-0.5
kappa
0
kappa
-0.153846
kappa
-0.125
kb_relative_information_score
-3.075438
kb_relative_information_score
-0.39515
kb_relative_information_score
-1.365554
kb_relative_information_score
-2.335958
kb_relative_information_score
-2.459959
kb_relative_information_score
0.048497
kb_relative_information_score
-2.862715
kb_relative_information_score
-0.921907
kb_relative_information_score
-2.23937
kb_relative_information_score
-2.807018
mean_absolute_error
0.345679
mean_absolute_error
0.271605
mean_absolute_error
0.296296
mean_absolute_error
0.320988
mean_absolute_error
0.37037
mean_absolute_error
0.296296
mean_absolute_error
0.37037
mean_absolute_error
0.320988
mean_absolute_error
0.37037
mean_absolute_error
0.395062
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
0.583333 [0.75,0,0]
precision
0.677778 [0.8,0,0.25]
precision
0.380952 [0.571429,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.333333 [0.5,0,0]
precision
0.555556 [0.666667,0,0.333333]
precision
0.444444 [0.666667,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.555556
predictive_accuracy
0.777778
predictive_accuracy
0.666667
predictive_accuracy
0.555556
predictive_accuracy
0.444444
predictive_accuracy
0.666667
predictive_accuracy
0.333333
predictive_accuracy
0.555556
predictive_accuracy
0.444444
predictive_accuracy
0.444444
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
0.666667 [0.857143,0,0]
recall
0.555556 [0.571429,0,0.5]
recall
0.444444 [0.666667,0,0]
recall
0.666667 [1,0,0]
recall
0.333333 [0.5,0,0]
recall
0.555556 [0.666667,0,0.333333]
recall
0.444444 [0.666667,0,0]
recall
0.444444 [0.666667,0,0]
relative_absolute_error
1.307229
relative_absolute_error
1.027108
relative_absolute_error
1.120482
relative_absolute_error
1.213855
relative_absolute_error
1.25
relative_absolute_error
1
relative_absolute_error
1.25
relative_absolute_error
1.083333
relative_absolute_error
1.180203
relative_absolute_error
1.258883
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
0.444444
root_mean_squared_error
0.351364
root_mean_squared_error
0.3849
root_mean_squared_error
0.41574
root_mean_squared_error
0.471405
root_mean_squared_error
0.3849
root_mean_squared_error
0.471405
root_mean_squared_error
0.41574
root_mean_squared_error
0.471405
root_mean_squared_error
0.496904
root_relative_squared_error
1.291807
root_relative_squared_error
1.021263
root_relative_squared_error
1.118738
root_relative_squared_error
1.208375
root_relative_squared_error
1.216232
root_relative_squared_error
0.993049
root_relative_squared_error
1.216232
root_relative_squared_error
1.072616
root_relative_squared_error
1.150959
root_relative_squared_error
1.213217
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