120
1
Jan van Rijn
43
Supervised Classification
72
weka.SMO_RBFKernel(1)
14
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 0.01"
C
250007
73
G
0.01
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
44
spambase
https://www.openml.org/data/download/44/dataset_44_spambase.arff
-1
301
description
https://api.openml.org/data/download/301/weka_generated_run1361678786637347678.xml
-1
302
predictions
https://api.openml.org/data/download/302/weka_generated_predictions2651001208594924655.arff
area_under_roc_curve
0.6832 [0.6832,0.6832]
average_cost
0
f_measure
0.714114 [0.823654,0.545667]
kappa
0.407817
kb_relative_information_score
2104.020307
mean_absolute_error
0.254075
mean_prior_absolute_error
0.477557
number_of_instances
4601 [2788,1813]
os_information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
precision
0.794657 [0.710752,0.923684]
predictive_accuracy
0.745925
prior_entropy
0.967389
recall
0.745925 [0.979197,0.387204]
relative_absolute_error
0.532031
root_mean_prior_squared_error
0.488645
root_mean_squared_error
0.504059
root_relative_squared_error
1.031545
scimark_benchmark
1994.6263204552083 [ 1248.1149140523753, 1624.0666530911942, 921.2713708332357, 1693.9838292519332, 4485.694835047303 ]
total_cost
0
area_under_roc_curve
0.685139 [0.685139,0.685139]
area_under_roc_curve
0.695253 [0.695253,0.695253]
area_under_roc_curve
0.721776 [0.721776,0.721776]
area_under_roc_curve
0.675974 [0.675974,0.675974]
area_under_roc_curve
0.683588 [0.683588,0.683588]
area_under_roc_curve
0.713301 [0.713301,0.713301]
area_under_roc_curve
0.680825 [0.680825,0.680825]
area_under_roc_curve
0.650439 [0.650439,0.650439]
area_under_roc_curve
0.667835 [0.667835,0.667835]
area_under_roc_curve
0.657607 [0.657607,0.657607]
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
39.654
build_cpu_time
107.195
build_cpu_time
34.94
build_cpu_time
35.215
build_cpu_time
53.047
build_cpu_time
84.155
build_cpu_time
40.743
build_cpu_time
46.247
build_cpu_time
69.869
build_cpu_time
90.872
f_measure
0.715698 [0.825826,0.546875]
f_measure
0.726061 [0.828006,0.570342]
f_measure
0.75371 [0.841294,0.619926]
f_measure
0.706278 [0.824405,0.524194]
f_measure
0.714894 [0.822995,0.548263]
f_measure
0.745106 [0.831776,0.611511]
f_measure
0.711926 [0.821752,0.542636]
f_measure
0.678242 [0.808321,0.477733]
f_measure
0.697541 [0.81791,0.512]
f_measure
0.685606 [0.815362,0.485597]
kappa
0.412868
kappa
0.431888
kappa
0.486474
kappa
0.395721
kappa
0.407947
kappa
0.464459
kappa
0.402242
kappa
0.338668
kappa
0.376597
kappa
0.356362
kb_relative_information_score
213.445842
kb_relative_information_score
219.106289
kb_relative_information_score
240.46509
kb_relative_information_score
207.785395
kb_relative_information_score
209.921275
kb_relative_information_score
229.144196
kb_relative_information_score
207.785395
kb_relative_information_score
184.290714
kb_relative_information_score
199.241875
kb_relative_information_score
192.834235
mean_absolute_error
0.251627
mean_absolute_error
0.245652
mean_absolute_error
0.223913
mean_absolute_error
0.256522
mean_absolute_error
0.254348
mean_absolute_error
0.234783
mean_absolute_error
0.256522
mean_absolute_error
0.280435
mean_absolute_error
0.265217
mean_absolute_error
0.271739
mean_prior_absolute_error
0.477715
mean_prior_absolute_error
0.477897
mean_prior_absolute_error
0.477897
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
mean_prior_absolute_error
0.477437
number_of_instances
461 [279,182]
number_of_instances
460 [278,182]
number_of_instances
460 [278,182]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
number_of_instances
460 [279,181]
precision
0.80351 [0.710594,0.945946]
precision
0.800072 [0.717678,0.925926]
precision
0.818133 [0.735849,0.94382]
precision
0.80923 [0.704835,0.970149]
precision
0.790035 [0.712042,0.910256]
precision
0.79092 [0.735537,0.876289]
precision
0.788449 [0.710183,0.909091]
precision
0.770461 [0.690355,0.893939]
precision
0.789996 [0.700767,0.927536]
precision
0.795042 [0.693467,0.951613]
predictive_accuracy
0.748373
predictive_accuracy
0.754348
predictive_accuracy
0.776087
predictive_accuracy
0.743478
predictive_accuracy
0.745652
predictive_accuracy
0.765217
predictive_accuracy
0.743478
predictive_accuracy
0.719565
predictive_accuracy
0.734783
predictive_accuracy
0.728261
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
prior_entropy
0.967389
recall
0.748373 [0.985663,0.384615]
recall
0.754348 [0.978417,0.412088]
recall
0.776087 [0.982014,0.461538]
recall
0.743478 [0.992832,0.359116]
recall
0.745652 [0.97491,0.392265]
recall
0.765217 [0.956989,0.469613]
recall
0.743478 [0.97491,0.38674]
recall
0.719565 [0.97491,0.325967]
recall
0.734783 [0.982079,0.353591]
recall
0.728261 [0.989247,0.325967]
relative_absolute_error
0.52673
relative_absolute_error
0.514027
relative_absolute_error
0.468538
relative_absolute_error
0.537289
relative_absolute_error
0.532736
relative_absolute_error
0.491756
relative_absolute_error
0.537289
relative_absolute_error
0.587376
relative_absolute_error
0.555503
relative_absolute_error
0.569163
root_mean_prior_squared_error
0.488807
root_mean_prior_squared_error
0.488993
root_mean_prior_squared_error
0.488993
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_prior_squared_error
0.488522
root_mean_squared_error
0.501624
root_mean_squared_error
0.495633
root_mean_squared_error
0.473195
root_mean_squared_error
0.50648
root_mean_squared_error
0.504329
root_mean_squared_error
0.484544
root_mean_squared_error
0.50648
root_mean_squared_error
0.529561
root_mean_squared_error
0.514993
root_mean_squared_error
0.521286
root_relative_squared_error
1.026222
root_relative_squared_error
1.01358
root_relative_squared_error
0.967692
root_relative_squared_error
1.03676
root_relative_squared_error
1.032357
root_relative_squared_error
0.991857
root_relative_squared_error
1.03676
root_relative_squared_error
1.084007
root_relative_squared_error
1.054186
root_relative_squared_error
1.067068
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