328950
2
Joaquin Vanschoren
1799
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
weka
weka_3.7.12
35
dermatology
https://www.openml.org/data/download/35/dataset_35_dermatology.arff
-1
1124672
description
https://api.openml.org/data/download/1124672/weka_generated_run7572365722143958664.xml
-1
1124675
model_readable
https://api.openml.org/data/download/1124675/WekaModel_weka.classifiers.functions.LibSVM5890280322896166262.model
-1
1124674
model_serialized
https://api.openml.org/data/download/1124674/WekaSerialized_weka.classifiers.functions.LibSVM2666707132714225134.model
-1
1124673
predictions
https://api.openml.org/data/download/1124673/weka_generated_predictions1579704822262544796.arff
area_under_roc_curve
0.834202 [0.919411,0.773443,0.972222,0.598513,0.710926,0.943439]
average_cost
0
f_measure
0.717536 [0.860821,0.568758,0.971429,0.319088,0.580311,0.787879]
kappa
0.664783
kb_relative_information_score
1233.449232
mean_absolute_error
0.087978
mean_prior_absolute_error
0.266447
number_of_instances
1830 [560,305,360,245,260,100]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.751356 [0.783309,0.47973,1,0.528302,0.888889,0.694656]
predictive_accuracy
0.736066
prior_entropy
2.437791
recall
0.736066 [0.955357,0.698361,0.944444,0.228571,0.430769,0.91]
relative_absolute_error
0.33019
root_mean_prior_squared_error
0.364873
root_mean_squared_error
0.296611
root_relative_squared_error
0.812916
scimark_benchmark
1274.701115 [812.7869125875416, 601.7972901499201, 526.0861745217665, 1064.7604036265966, 3368.074796139741]
total_cost
0
usercpu_time_millis
180
usercpu_time_millis_testing
80
usercpu_time_millis_training
100
area_under_roc_curve
0.8249 [0.928079,0.714706,0.986111,0.56519,0.711538,0.941329]
area_under_roc_curve
0.830817 [0.913105,0.74098,0.972222,0.646619,0.673199,0.991329]
area_under_roc_curve
0.863617 [0.930962,0.72517,1,0.763365,0.759677,0.935549]
area_under_roc_curve
0.834619 [0.903403,0.811438,0.958333,0.6,0.727585,0.938439]
area_under_roc_curve
0.812121 [0.894474,0.79183,0.972222,0.5,0.669892,0.985549]
area_under_roc_curve
0.81799 [0.881609,0.737373,0.958333,0.573899,0.743631,0.985549]
area_under_roc_curve
0.852752 [0.922033,0.854902,0.986111,0.54,0.804508,0.885549]
area_under_roc_curve
0.803777 [0.928079,0.789216,0.916667,0.5,0.634615,0.94422]
area_under_roc_curve
0.850809 [0.949592,0.82396,0.986111,0.650943,0.634615,0.935549]
area_under_roc_curve
0.851289 [0.942773,0.750212,0.986111,0.659198,0.75,0.891329]
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
0.703474 [0.866142,0.5,0.985915,0.243902,0.594595,0.818182]
f_measure
0.715897 [0.859504,0.5625,0.971429,0.391304,0.47619,0.869565]
f_measure
0.772144 [0.878049,0.561404,1,0.595745,0.651163,0.75]
f_measure
0.718674 [0.830769,0.613333,0.956522,0.333333,0.615385,0.782609]
f_measure
0.650404 [0.821705,0.567901,0.971429,0,0.5,0.8]
f_measure
0.693197 [0.806202,0.535211,0.956522,0.258065,0.634146,0.8]
f_measure
0.73037 [0.868852,0.65,0.985915,0.148148,0.744186,0.695652]
f_measure
0.638199 [0.866142,0.531915,0.909091,0,0.424242,0.857143]
f_measure
0.736411 [0.921739,0.604651,0.985915,0.432432,0.424242,0.75]
f_measure
0.75474 [0.9,0.547945,0.985915,0.428571,0.666667,0.761905]
kappa
0.645228
kappa
0.655081
kappa
0.723784
kappa
0.671893
kappa
0.623356
kappa
0.637693
kappa
0.702056
kappa
0.602189
kappa
0.690251
kappa
0.695726
kb_relative_information_score
119.618478
kb_relative_information_score
122.496735
kb_relative_information_score
133.791648
kb_relative_information_score
124.766849
kb_relative_information_score
116.577943
kb_relative_information_score
119.938983
kb_relative_information_score
128.960102
kb_relative_information_score
112.157566
kb_relative_information_score
127.114287
kb_relative_information_score
128.02664
mean_absolute_error
0.092896
mean_absolute_error
0.091075
mean_absolute_error
0.07286
mean_absolute_error
0.08561
mean_absolute_error
0.098361
mean_absolute_error
0.094718
mean_absolute_error
0.078324
mean_absolute_error
0.103825
mean_absolute_error
0.081967
mean_absolute_error
0.080146
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266477
mean_prior_absolute_error
0.266418
mean_prior_absolute_error
0.266418
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,30,36,25,26,10]
number_of_instances
183 [56,31,36,24,26,10]
number_of_instances
183 [56,31,36,24,26,10]
precision
0.732862 [0.774648,0.447368,1,0.3125,1,0.75]
precision
0.718413 [0.8,0.545455,1,0.409091,0.625,0.769231]
precision
0.779564 [0.80597,0.615385,1,0.608696,0.823529,0.642857]
precision
0.809406 [0.72973,0.511111,1,1,0.923077,0.692308]
precision
0.657124 [0.726027,0.45098,1,0,0.9,0.666667]
precision
0.72967 [0.712329,0.475,1,0.571429,0.866667,0.666667]
precision
0.831662 [0.80303,0.52,1,1,0.941176,0.615385]
precision
0.684595 [0.774648,0.390625,1,0,1,0.818182]
precision
0.809603 [0.898305,0.472727,1,0.615385,1,0.642857]
precision
0.782976 [0.84375,0.47619,1,0.5,1,0.727273]
predictive_accuracy
0.721311
predictive_accuracy
0.726776
predictive_accuracy
0.781421
predictive_accuracy
0.743169
predictive_accuracy
0.704918
predictive_accuracy
0.715847
predictive_accuracy
0.765027
predictive_accuracy
0.688525
predictive_accuracy
0.754098
predictive_accuracy
0.759563
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
prior_entropy
2.437791
recall
0.721311 [0.982143,0.566667,0.972222,0.2,0.423077,0.9]
recall
0.726776 [0.928571,0.580645,0.944444,0.375,0.384615,1]
recall
0.781421 [0.964286,0.516129,1,0.583333,0.538462,0.9]
recall
0.743169 [0.964286,0.766667,0.916667,0.2,0.461538,0.9]
recall
0.704918 [0.946429,0.766667,0.944444,0,0.346154,1]
recall
0.715847 [0.928571,0.612903,0.916667,0.166667,0.5,1]
recall
0.765027 [0.946429,0.866667,0.972222,0.08,0.615385,0.8]
recall
0.688525 [0.982143,0.833333,0.833333,0,0.269231,0.9]
recall
0.754098 [0.946429,0.83871,0.972222,0.333333,0.269231,0.9]
recall
0.759563 [0.964286,0.645161,0.972222,0.375,0.5,0.8]
relative_absolute_error
0.348609
relative_absolute_error
0.341849
relative_absolute_error
0.273479
relative_absolute_error
0.321267
relative_absolute_error
0.369115
relative_absolute_error
0.355523
relative_absolute_error
0.293925
relative_absolute_error
0.389622
relative_absolute_error
0.307664
relative_absolute_error
0.300827
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364913
root_mean_prior_squared_error
0.364833
root_mean_prior_squared_error
0.364833
root_mean_squared_error
0.304789
root_mean_squared_error
0.301786
root_mean_squared_error
0.269925
root_mean_squared_error
0.292592
root_mean_squared_error
0.313625
root_mean_squared_error
0.307762
root_mean_squared_error
0.279865
root_mean_squared_error
0.322219
root_mean_squared_error
0.286299
root_mean_squared_error
0.2831
root_relative_squared_error
0.835236
root_relative_squared_error
0.82719
root_relative_squared_error
0.739861
root_relative_squared_error
0.801813
root_relative_squared_error
0.859451
root_relative_squared_error
0.843571
root_relative_squared_error
0.766935
root_relative_squared_error
0.883002
root_relative_squared_error
0.784741
root_relative_squared_error
0.775973
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
60
usercpu_time_millis
60
usercpu_time_millis
70
usercpu_time_millis
60
usercpu_time_millis
70
usercpu_time_millis
70
usercpu_time_millis
60
usercpu_time_millis
50
usercpu_time_millis
70
usercpu_time_millis
70
usercpu_time_millis_testing
20
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_testing
20
usercpu_time_millis_testing
20
usercpu_time_millis_testing
30
usercpu_time_millis_testing
30
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40