530947
939
Martijn Post
3688
Supervised Classification
predictive_accuracy
2555
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)
3464
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
100
1726
K
0
1726
S
1
1726
num-slots
1
1726
P
1
2049
E
1
2049
D
1
2050
N
5
2050
E
weka.attributeSelection.CfsSubsetEval
2555
S
weka.attributeSelection.BestFirst
2555
W
weka.classifiers.trees.RandomForest
2555
study_15
study_20
weka
weka_3.7.13
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
1814014
description
https://api.openml.org/data/download/1814014/weka_generated_run1370810936802261025.xml
-1
1814016
model_readable
https://api.openml.org/data/download/1814016/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6700783453605485766.model
-1
1814015
model_serialized
https://api.openml.org/data/download/1814015/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6877490530844686874.model
-1
1814017
predictions
https://api.openml.org/data/download/1814017/weka_generated_predictions7392452762395241498.arff
area_under_roc_curve
0.994226 [0.994226,0.994226]
average_cost
0
f_measure
0.971131 [0.966637,0.974547]
kappa
0.941184
kb_relative_information_score
19154.08724
mean_absolute_error
0.036501
mean_prior_absolute_error
0.49072
number_of_instances
20640 [8914,11726]
os_information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
precision
0.971144 [0.964693,0.976048]
predictive_accuracy
0.971124
prior_entropy
0.986572
recall
0.971124 [0.968589,0.973051]
relative_absolute_error
0.074382
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.143762
root_relative_squared_error
0.29023
scimark_benchmark
1838.882558 [1081.364291285204, 1483.414142585032, 835.9220098158099, 1761.7203883306604, 4031.991960362729]
total_cost
0
usercpu_time_millis
1154.4074
usercpu_time_millis_testing
218.4014
usercpu_time_millis_training
936.006
area_under_roc_curve
0.992658 [0.992658,0.992658]
area_under_roc_curve
0.996505 [0.996505,0.996505]
area_under_roc_curve
0.993622 [0.993622,0.993622]
area_under_roc_curve
0.993321 [0.993321,0.993321]
area_under_roc_curve
0.992574 [0.992574,0.992574]
area_under_roc_curve
0.995474 [0.995474,0.995474]
area_under_roc_curve
0.996394 [0.996394,0.996394]
area_under_roc_curve
0.993477 [0.993477,0.993477]
area_under_roc_curve
0.993991 [0.993991,0.993991]
area_under_roc_curve
0.994304 [0.994304,0.994304]
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
0.971409 [0.966873,0.974862]
f_measure
0.976267 [0.97261,0.979051]
f_measure
0.972872 [0.968645,0.976089]
f_measure
0.965625 [0.960446,0.969567]
f_measure
0.964142 [0.958427,0.968484]
f_measure
0.974816 [0.970917,0.977778]
f_measure
0.976277 [0.972672,0.979015]
f_measure
0.969961 [0.965208,0.973572]
f_measure
0.965625 [0.960402,0.969593]
f_measure
0.974313 [0.970174,0.977456]
kappa
0.941734
kappa
0.951662
kappa
0.944734
kappa
0.930015
kappa
0.926911
kappa
0.948695
kappa
0.951688
kappa
0.93878
kappa
0.929997
kappa
0.947631
kb_relative_information_score
1916.356504
kb_relative_information_score
1933.977248
kb_relative_information_score
1929.301873
kb_relative_information_score
1892.934593
kb_relative_information_score
1891.15015
kb_relative_information_score
1923.901899
kb_relative_information_score
1932.413358
kb_relative_information_score
1910.615853
kb_relative_information_score
1898.214862
kb_relative_information_score
1925.2209
mean_absolute_error
0.036329
mean_absolute_error
0.032309
mean_absolute_error
0.033103
mean_absolute_error
0.041699
mean_absolute_error
0.04202
mean_absolute_error
0.034732
mean_absolute_error
0.032622
mean_absolute_error
0.037428
mean_absolute_error
0.040333
mean_absolute_error
0.03443
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
precision
0.971407 [0.968504,0.973617]
precision
0.976287 [0.9699,0.981148]
precision
0.972877 [0.967562,0.976923]
precision
0.965705 [0.954596,0.97416]
precision
0.964139 [0.959505,0.96766]
precision
0.974843 [0.96767,0.980291]
precision
0.97635 [0.966741,0.983649]
precision
0.969961 [0.965208,0.973572]
precision
0.965705 [0.954545,0.974182]
precision
0.974316 [0.972912,0.975382]
predictive_accuracy
0.971415
predictive_accuracy
0.97626
predictive_accuracy
0.972868
predictive_accuracy
0.965601
predictive_accuracy
0.964147
predictive_accuracy
0.974806
predictive_accuracy
0.97626
predictive_accuracy
0.969961
predictive_accuracy
0.965601
predictive_accuracy
0.974322
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
recall
0.971415 [0.965247,0.976109]
recall
0.97626 [0.975336,0.976962]
recall
0.972868 [0.969731,0.975256]
recall
0.965601 [0.966368,0.965017]
recall
0.964147 [0.957351,0.969309]
recall
0.974806 [0.974186,0.975277]
recall
0.97626 [0.978676,0.974425]
recall
0.969961 [0.965208,0.973572]
recall
0.965601 [0.96633,0.965047]
recall
0.974322 [0.967452,0.97954]
relative_absolute_error
0.074026
relative_absolute_error
0.065834
relative_absolute_error
0.067453
relative_absolute_error
0.084969
relative_absolute_error
0.085634
relative_absolute_error
0.070781
relative_absolute_error
0.066482
relative_absolute_error
0.076276
relative_absolute_error
0.082196
relative_absolute_error
0.070166
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_squared_error
0.145523
root_mean_squared_error
0.131094
root_mean_squared_error
0.13811
root_mean_squared_error
0.15615
root_mean_squared_error
0.159287
root_mean_squared_error
0.137226
root_mean_squared_error
0.130282
root_mean_squared_error
0.147469
root_mean_squared_error
0.15381
root_mean_squared_error
0.135184
root_relative_squared_error
0.293762
root_relative_squared_error
0.264634
root_relative_squared_error
0.278798
root_relative_squared_error
0.315214
root_relative_squared_error
0.321589
root_relative_squared_error
0.277049
root_relative_squared_error
0.263031
root_relative_squared_error
0.29773
root_relative_squared_error
0.310531
root_relative_squared_error
0.272927
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
1029.6066
usercpu_time_millis
998.4064
usercpu_time_millis
904.8058
usercpu_time_millis
889.2057
usercpu_time_millis
936.006
usercpu_time_millis
951.6061
usercpu_time_millis
951.6061
usercpu_time_millis
936.006
usercpu_time_millis
920.4059
usercpu_time_millis
920.4059
usercpu_time_millis_testing
31.2002
usercpu_time_millis_testing
15.6001
usercpu_time_millis_testing
15.6001
usercpu_time_millis_testing
31.2002
usercpu_time_millis_testing
31.2002
usercpu_time_millis_testing
15.6001
usercpu_time_millis_testing
31.2002
usercpu_time_millis_testing
15.6001
usercpu_time_millis_testing
31.2002
usercpu_time_millis_testing
31.2002
usercpu_time_millis_training
998.4064
usercpu_time_millis_training
982.8063
usercpu_time_millis_training
889.2057
usercpu_time_millis_training
858.0055
usercpu_time_millis_training
904.8058
usercpu_time_millis_training
936.006
usercpu_time_millis_training
920.4059
usercpu_time_millis_training
920.4059
usercpu_time_millis_training
889.2057
usercpu_time_millis_training
889.2057