461421
2
Joaquin Vanschoren
38
Supervised Classification
predictive_accuracy
1172
weka.LibSVM(2)
1924
weka.classifiers.functions.LibSVM -- -S 0 -K 2 -D 3 -G 0.0 -R 0.0 -N 0.5 -M 40.0 -C 1.0 -E 0.001 -P 0.1 -model /Users/joa/Downloads/weka-3-7-12 -seed 1
S
0
1172
K
2
1172
D
3
1172
G
0.0
1172
R
0.0
1172
C
1.0
1172
N
0.5
1172
P
0.1
1172
M
40.0
1172
E
0.001
1172
model
/Users/joa/Downloads/weka-3-7-12
1172
seed
1
1172
study_1
weka
weka_3.7.12
39
ecoli
https://www.openml.org/data/download/39/dataset_39_ecoli.arff
-1
1621685
description
https://www.openml.org/data/download/1621685/weka_generated_run2958073704629073669.xml
-1
1621688
model_readable
https://www.openml.org/data/download/1621688/WekaModel_weka.classifiers.functions.LibSVM169441104133754938.model
-1
1621687
model_serialized
https://www.openml.org/data/download/1621687/WekaSerialized_weka.classifiers.functions.LibSVM6479839269508096089.model
-1
1621686
predictions
https://www.openml.org/data/download/1621686/weka_generated_predictions4144780922751049776.arff
area_under_roc_curve
0.837825 [0.955053,0.876623,0.873781,0.5,0.5,0.5,0.5,0.5]
average_cost
0
f_measure
0.684204 [0.943522,0.754098,0.709677,0,0,0,0,0]
kappa
0.652839
kb_relative_information_score
193.077197
mean_absolute_error
0.060268
mean_prior_absolute_error
0.182785
number_of_instances
336 [143,77,52,35,20,5,2,2]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.626248 [0.898734,0.650943,0.611111,0,0,0,0,0]
predictive_accuracy
0.758929
prior_entropy
2.235317
recall
0.758929 [0.993007,0.896104,0.846154,0,0,0,0,0]
relative_absolute_error
0.32972
root_mean_prior_squared_error
0.301619
root_mean_squared_error
0.245495
root_relative_squared_error
0.813924
scimark_benchmark
932.438034 [542.1947888913218, 1001.2756661255861, 441.1428994530376, 912.4399121942508, 1765.1369023070451]
total_cost
0
usercpu_time_millis
30
usercpu_time_millis_testing
10
usercpu_time_millis_training
20
area_under_roc_curve
0.888594 [1,0.923077,0.965517,0.5,0.5,0.0,0.0,0.0]
area_under_roc_curve
0.85696 [1,0.854497,0.931034,0.5,0.5,0.5,0.0,0.0]
area_under_roc_curve
0.812165 [0.975,0.888889,0.748276,0.5,0.5,0.5,0.0,0.5]
area_under_roc_curve
0.824202 [0.95,0.925926,0.848276,0.5,0.5,0.5,0.0,0.5]
area_under_roc_curve
0.821353 [0.95,0.860577,0.848276,0.5,0.5,0.5,0.0,0.0]
area_under_roc_curve
0.823342 [0.95,0.879808,0.831034,0.5,0.5,0.5,0.5,0.0]
area_under_roc_curve
0.831654 [0.947368,0.795,0.964286,0.5,0.5,0.0,0.5,0.0]
area_under_roc_curve
0.831813 [0.947368,0.8775,0.777778,0.5,0.5,0.0,0.0,0.0]
area_under_roc_curve
0.836218 [0.894737,0.8975,0.898148,0.5,0.5,0.0,0.0,0.0]
area_under_roc_curve
0.858651 [0.938889,0.8775,0.946429,0.5,0.5,0.0,0.0,0.0]
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
average_cost
0
f_measure
0.751961 [1,0.8,0.833333,0,0,0,0,0]
f_measure
0.691547 [1,0.705882,0.714286,0,0,0,0,0]
f_measure
0.621897 [0.965517,0.7,0.545455,0,0,0,0,0]
f_measure
0.642484 [0.933333,0.777778,0.666667,0,0,0,0,0]
f_measure
0.655728 [0.933333,0.736842,0.666667,0,0,0,0,0]
f_measure
0.657818 [0.933333,0.777778,0.615385,0,0,0,0,0]
f_measure
0.683838 [0.933333,0.666667,0.833333,0,0,0,0,0]
f_measure
0.6964 [0.933333,0.777778,0.615385,0,0,0,0,0]
f_measure
0.722371 [0.875,0.823529,0.833333,0,0,0,0,0]
f_measure
0.729345 [0.933333,0.777778,0.769231,0,0,0,0,0]
kappa
0.745
kappa
0.666667
kappa
0.587879
kappa
0.626829
kappa
0.621755
kappa
0.623153
kappa
0.648
kappa
0.644684
kappa
0.683128
kappa
0.689516
kb_relative_information_score
21.761588
kb_relative_information_score
19.668778
kb_relative_information_score
17.594532
kb_relative_information_score
18.909662
kb_relative_information_score
18.749352
kb_relative_information_score
18.815043
kb_relative_information_score
19.017822
kb_relative_information_score
18.724064
kb_relative_information_score
20.039194
kb_relative_information_score
19.797162
mean_absolute_error
0.044118
mean_absolute_error
0.058824
mean_absolute_error
0.073529
mean_absolute_error
0.066176
mean_absolute_error
0.066176
mean_absolute_error
0.066176
mean_absolute_error
0.060606
mean_absolute_error
0.060606
mean_absolute_error
0.05303
mean_absolute_error
0.05303
mean_prior_absolute_error
0.180852
mean_prior_absolute_error
0.182391
mean_prior_absolute_error
0.185405
mean_prior_absolute_error
0.185405
mean_prior_absolute_error
0.183802
mean_prior_absolute_error
0.184508
mean_prior_absolute_error
0.182655
mean_prior_absolute_error
0.181554
mean_prior_absolute_error
0.181554
mean_prior_absolute_error
0.17955
number_of_instances
34 [15,8,5,4,2,0,0,0]
number_of_instances
34 [15,7,5,4,2,1,0,0]
number_of_instances
34 [14,7,5,4,2,1,0,1]
number_of_instances
34 [14,7,5,4,2,1,0,1]
number_of_instances
34 [14,8,5,4,2,1,0,0]
number_of_instances
34 [14,8,5,3,2,1,1,0]
number_of_instances
33 [14,8,5,3,2,0,1,0]
number_of_instances
33 [14,8,6,3,2,0,0,0]
number_of_instances
33 [14,8,6,3,2,0,0,0]
number_of_instances
33 [15,8,5,3,2,0,0,0]
precision
0.703081 [1,0.666667,0.714286,0,0,0,0,0]
precision
0.646405 [1,0.6,0.555556,0,0,0,0,0]
precision
0.568703 [0.933333,0.538462,0.5,0,0,0,0,0]
precision
0.575344 [0.875,0.636364,0.571429,0,0,0,0,0]
precision
0.59406 [0.875,0.636364,0.571429,0,0,0,0,0]
precision
0.598529 [0.875,0.7,0.5,0,0,0,0,0]
precision
0.624892 [0.875,0.6,0.714286,0,0,0,0,0]
precision
0.644805 [0.875,0.7,0.571429,0,0,0,0,0]
precision
0.670034 [0.777778,0.777778,0.833333,0,0,0,0,0]
precision
0.688636 [0.933333,0.7,0.625,0,0,0,0,0]
predictive_accuracy
0.823529
predictive_accuracy
0.764706
predictive_accuracy
0.705882
predictive_accuracy
0.735294
predictive_accuracy
0.735294
predictive_accuracy
0.735294
predictive_accuracy
0.757576
predictive_accuracy
0.757576
predictive_accuracy
0.787879
predictive_accuracy
0.787879
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
prior_entropy
2.235317
recall
0.823529 [1,1,1,0,0,0,0,0]
recall
0.764706 [1,0.857143,1,0,0,0,0,0]
recall
0.705882 [1,1,0.6,0,0,0,0,0]
recall
0.735294 [1,1,0.8,0,0,0,0,0]
recall
0.735294 [1,0.875,0.8,0,0,0,0,0]
recall
0.735294 [1,0.875,0.8,0,0,0,0,0]
recall
0.757576 [1,0.75,1,0,0,0,0,0]
recall
0.757576 [1,0.875,0.666667,0,0,0,0,0]
recall
0.787879 [1,0.875,0.833333,0,0,0,0,0]
recall
0.787879 [0.933333,0.875,1,0,0,0,0,0]
relative_absolute_error
0.243943
relative_absolute_error
0.322513
relative_absolute_error
0.396588
relative_absolute_error
0.356929
relative_absolute_error
0.360042
relative_absolute_error
0.358665
relative_absolute_error
0.331806
relative_absolute_error
0.333819
relative_absolute_error
0.292091
relative_absolute_error
0.295351
root_mean_prior_squared_error
0.298399
root_mean_prior_squared_error
0.300966
root_mean_prior_squared_error
0.305932
root_mean_prior_squared_error
0.305932
root_mean_prior_squared_error
0.303301
root_mean_prior_squared_error
0.304462
root_mean_prior_squared_error
0.301404
root_mean_prior_squared_error
0.299572
root_mean_prior_squared_error
0.299572
root_mean_prior_squared_error
0.296208
root_mean_squared_error
0.210042
root_mean_squared_error
0.242536
root_mean_squared_error
0.271163
root_mean_squared_error
0.257248
root_mean_squared_error
0.257248
root_mean_squared_error
0.257248
root_mean_squared_error
0.246183
root_mean_squared_error
0.246183
root_mean_squared_error
0.230283
root_mean_squared_error
0.230283
root_relative_squared_error
0.703897
root_relative_squared_error
0.805856
root_relative_squared_error
0.88635
root_relative_squared_error
0.840865
root_relative_squared_error
0.84816
root_relative_squared_error
0.844927
root_relative_squared_error
0.816787
root_relative_squared_error
0.821783
root_relative_squared_error
0.768707
root_relative_squared_error
0.777437
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
usercpu_time_millis
10
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_training
10
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20
usercpu_time_millis_training
20