25414
2
Joaquin Vanschoren
59
Supervised Classification
predictive_accuracy
477
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_MLPClassifier(2)
721
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.MLPClassifier -- -N 2 -R 0.01 -O 1.0E-6 -P 1 -E 1 -S 1
E
weka.attributeSelection.CfsSubsetEval
477
S
weka.attributeSelection.BestFirst
477
W
weka.classifiers.functions.MLPClassifier
477
D
1
431
N
5
431
E
1
430
P
1
430
E
1
478
N
2
478
O
1.0E-6
478
P
1
478
R
0.01
478
S
1
478
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
51258
description
https://api.openml.org/data/download/51258/weka_generated_run3186366046965700752.xml
-1
51261
model_readable
https://api.openml.org/data/download/51261/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier41858546604683574.model
-1
51260
model_serialized
https://api.openml.org/data/download/51260/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier8229614010712898415.model
-1
51259
predictions
https://api.openml.org/data/download/51259/weka_generated_predictions9081314351127950.arff
area_under_roc_curve
0.997267 [1,0.9959,0.9959]
average_cost
0
build_cpu_time
0.0323
build_memory
401491406.4
f_measure
0.96 [1,0.94,0.94]
kappa
0.94
kb_relative_information_score
127.867868
mean_absolute_error
0.090207
mean_prior_absolute_error
0.444444
number_of_instances
150 [50,50,50]
os_information
[Oracle Corporation, 1.7.0_55, x86_64, Mac OS X, 10.9.4]
precision
0.96 [1,0.94,0.94]
predictive_accuracy
0.96
prior_entropy
1.584963
recall
0.96 [1,0.94,0.94]
relative_absolute_error
0.202966
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.148073
root_relative_squared_error
0.31411
scimark_benchmark
1642.184828 [989.92092788325771195.0108930124402639.13205804988731277.50484479555034109.35541686176]
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.993333 [1,0.99,0.99]
area_under_roc_curve
1 [1,1,1]
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
0.066
build_cpu_time
0.022
build_cpu_time
0.022
build_cpu_time
0.031
build_cpu_time
0.034
build_cpu_time
0.03
build_cpu_time
0.033
build_cpu_time
0.031
build_cpu_time
0.026
build_cpu_time
0.028
build_memory
363628296
build_memory
384424208
build_memory
393459936
build_memory
396123344
build_memory
398786752
build_memory
407822552
build_memory
410485960
build_memory
413149368
build_memory
422185120
build_memory
424848528
f_measure
0.93266 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.861111 [1,0.833333,0.75]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
0.9
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.9
kappa
1
kb_relative_information_score
12.655062
kb_relative_information_score
13.400871
kb_relative_information_score
13.38989
kb_relative_information_score
12.707656
kb_relative_information_score
13.231611
kb_relative_information_score
11.99963
kb_relative_information_score
13.544887
kb_relative_information_score
11.676851
kb_relative_information_score
12.336768
kb_relative_information_score
12.924642
mean_absolute_error
0.091313
mean_absolute_error
0.07298
mean_absolute_error
0.072159
mean_absolute_error
0.088341
mean_absolute_error
0.078469
mean_absolute_error
0.11687
mean_absolute_error
0.067099
mean_absolute_error
0.119655
mean_absolute_error
0.103696
mean_absolute_error
0.091489
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
0.944444 [1,0.833333,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.904762 [1,0.714286,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.866667
predictive_accuracy
0.933333
predictive_accuracy
1
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
recall
0.933333 [1,1,0.8]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.866667 [1,1,0.6]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.205454
relative_absolute_error
0.164206
relative_absolute_error
0.162357
relative_absolute_error
0.198768
relative_absolute_error
0.176555
relative_absolute_error
0.262957
relative_absolute_error
0.150973
relative_absolute_error
0.269223
relative_absolute_error
0.233316
relative_absolute_error
0.205851
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.160371
root_mean_squared_error
0.086585
root_mean_squared_error
0.095652
root_mean_squared_error
0.169034
root_mean_squared_error
0.105172
root_mean_squared_error
0.185836
root_mean_squared_error
0.076139
root_mean_squared_error
0.224025
root_mean_squared_error
0.180197
root_mean_squared_error
0.119444
root_relative_squared_error
0.340199
root_relative_squared_error
0.183675
root_relative_squared_error
0.202908
root_relative_squared_error
0.358574
root_relative_squared_error
0.223104
root_relative_squared_error
0.394217
root_relative_squared_error
0.161516
root_relative_squared_error
0.475228
root_relative_squared_error
0.382255
root_relative_squared_error
0.253379
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