12951
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
72
weka.SMO_RBFKernel(1)
138
weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.RBFKernel -C 250007 -G 40.0"
C
250007
73
G
40.0
73
C
1.0
72
K
weka.classifiers.functions.supportVector.RBFKernel
72
L
0.001
72
N
0
72
P
1.0E-12
72
V
-1
72
W
1
72
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
26247
description
https://api.openml.org/data/download/26247/weka_generated_run5678777500625687397.xml
-1
26248
predictions
https://api.openml.org/data/download/26248/weka_generated_predictions5997844565476923057.arff
area_under_roc_curve
0.469697 [0.46875,0.5,0.469697]
average_cost
0
f_measure
0.568889 [0.8,0,0]
kappa
-0.08
kb_relative_information_score
-5.865351
mean_absolute_error
0.301234
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
0.496124 [0.697674,0,0]
predictive_accuracy
0.666667
prior_entropy
1.030501
recall
0.666667 [0.9375,0,0]
relative_absolute_error
1.049389
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.391263
root_relative_squared_error
1.042016
scimark_benchmark
915.255831 [560.4886395932788879.888108517077483.0147548568529896.83199204956041756.0556588021248]
total_cost
0
area_under_roc_curve
0.428571 [0.428571,0.0,0.428571]
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
0.416667 [0.416667,0.0,0.416667]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
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
0.428571 [0.416667,0.5,0.428571]
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
0.014
build_cpu_time
0.016
build_cpu_time
0.017
build_cpu_time
0.017
build_cpu_time
0.017
build_cpu_time
0.017
build_cpu_time
0.016
build_cpu_time
0.018
build_cpu_time
0.025
build_cpu_time
0.013
build_memory
1845597848
build_memory
1893599288
build_memory
1941600728
build_memory
1989602168
build_memory
2037603608
build_memory
2085605048
build_memory
2133606488
build_memory
2184143888
build_memory
173302448
build_memory
221303888
f_measure
0.622222 [0.8,0,0]
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
0.47619 [0.714286,0,0]
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
0.47619 [0.714286,0,0]
f_measure
0.533333 [0.8,0,0]
kappa
-0.173913
kappa
0
kappa
0
kappa
0
kappa
-0.2
kappa
0
kappa
-0.2
kappa
0
kappa
-0.16129
kappa
0
kb_relative_information_score
-1.365554
kb_relative_information_score
-0.39515
kb_relative_information_score
-0.39515
kb_relative_information_score
-0.39515
kb_relative_information_score
-0.921907
kb_relative_information_score
0.048497
kb_relative_information_score
-0.921907
kb_relative_information_score
0.048497
kb_relative_information_score
-1.268966
kb_relative_information_score
-0.298562
mean_absolute_error
0.296296
mean_absolute_error
0.271605
mean_absolute_error
0.271605
mean_absolute_error
0.271605
mean_absolute_error
0.320988
mean_absolute_error
0.296296
mean_absolute_error
0.320988
mean_absolute_error
0.296296
mean_absolute_error
0.345679
mean_absolute_error
0.320988
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
0.583333 [0.75,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
predictive_accuracy
0.666667
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.555556
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
0.666667 [0.857143,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
relative_absolute_error
1.120482
relative_absolute_error
1.027108
relative_absolute_error
1.027108
relative_absolute_error
1.027108
relative_absolute_error
1.083333
relative_absolute_error
1
relative_absolute_error
1.083333
relative_absolute_error
1
relative_absolute_error
1.101523
relative_absolute_error
1.022842
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
0.3849
root_mean_squared_error
0.351364
root_mean_squared_error
0.351364
root_mean_squared_error
0.351364
root_mean_squared_error
0.41574
root_mean_squared_error
0.3849
root_mean_squared_error
0.41574
root_mean_squared_error
0.3849
root_mean_squared_error
0.444444
root_mean_squared_error
0.41574
root_relative_squared_error
1.118738
root_relative_squared_error
1.021263
root_relative_squared_error
1.021263
root_relative_squared_error
1.021263
root_relative_squared_error
1.072616
root_relative_squared_error
0.993049
root_relative_squared_error
1.072616
root_relative_squared_error
0.993049
root_relative_squared_error
1.085134
root_relative_squared_error
1.01505
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