163916
2
Joaquin Vanschoren
7294
Supervised Classification
area_under_roc_curve
471
weka.LogitBoost_DecisionStump(2)
963
weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump
E
1
471
H
1.0
471
I
160
471
L
-1.7976931348623157E308
471
O
1
471
P
100
471
S
1
471
W
weka.classifiers.trees.DecisionStump
471
Z
3.0
471
weka
weka_3.7.12-SNAPSHOT
1218
Click_prediction_small
https://www.openml.org/data/download/183150/phpqZOQcc
-1
535982
description
https://api.openml.org/data/download/535982/weka_generated_run4562954228193615688.xml
-1
535985
model_readable
https://api.openml.org/data/download/535985/WekaModel_weka.classifiers.meta.LogitBoost2801175282798421443.model
-1
535984
model_serialized
https://api.openml.org/data/download/535984/WekaSerialized_weka.classifiers.meta.LogitBoost2105094983770293960.model
-1
535983
predictions
https://api.openml.org/data/download/535983/weka_generated_predictions3704610692367629244.arff
area_under_roc_curve
0.703575 [0.703575,0.703575]
average_cost
16.028702
f_measure
0.771087 [0.909934,0.077112]
kappa
0.057475
kb_relative_information_score
-82068.688821
mean_absolute_error
0.255816
mean_prior_absolute_error
0.277846
number_of_instances
1997410 [1664406,333004]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.80145 [0.838342,0.617059]
predictive_accuracy
0.835883
prior_entropy
0.650142
recall
0.835883 [0.994894,0.041126]
relative_absolute_error
0.92071
root_mean_prior_squared_error
0.372724
root_mean_squared_error
0.357066
root_relative_squared_error
0.957991
scimark_benchmark
943.281734 [557.443486323891, 1015.5230404536866, 483.8854846559526, 905.1933242603652, 1754.3633351405556]
total_cost
32015890
usercpu_time_millis
2217590
usercpu_time_millis_testing
1520
usercpu_time_millis_training
2216070
area_under_roc_curve
0.703562 [0.703562,0.703562]
area_under_roc_curve
0.703008 [0.703008,0.703008]
area_under_roc_curve
0.703577 [0.703577,0.703577]
area_under_roc_curve
0.702099 [0.702099,0.702099]
area_under_roc_curve
0.704471 [0.704471,0.704471]
area_under_roc_curve
0.702076 [0.702076,0.702076]
area_under_roc_curve
0.702996 [0.702996,0.702996]
area_under_roc_curve
0.703821 [0.703821,0.703821]
area_under_roc_curve
0.704196 [0.704196,0.704196]
area_under_roc_curve
0.706 [0.706,0.706]
average_cost
15.964524
average_cost
16.0619
average_cost
16.026855
average_cost
16.025453
average_cost
16.045879
average_cost
16.022099
average_cost
16.018694
average_cost
16.056543
average_cost
16.036818
average_cost
16.028257
f_measure
0.772511 [0.910262,0.083997]
f_measure
0.770344 [0.909762,0.073502]
f_measure
0.771158 [0.909992,0.077233]
f_measure
0.771098 [0.909856,0.077553]
f_measure
0.770614 [0.909705,0.075404]
f_measure
0.771255 [0.910002,0.077763]
f_measure
0.771401 [0.910123,0.078061]
f_measure
0.770428 [0.909725,0.074212]
f_measure
0.770925 [0.909917,0.076236]
f_measure
0.771134 [0.90999,0.077127]
kappa
0.063462
kappa
0.054336
kappa
0.057738
kappa
0.057556
kappa
0.055539
kappa
0.058152
kappa
0.058744
kappa
0.054746
kappa
0.056796
kappa
0.057663
kb_relative_information_score
-8174.908822
kb_relative_information_score
-8529.490925
kb_relative_information_score
-8457.874972
kb_relative_information_score
-8271.459653
kb_relative_information_score
-7924.727533
kb_relative_information_score
-8680.637899
kb_relative_information_score
-7946.672084
kb_relative_information_score
-8107.753242
kb_relative_information_score
-8107.679251
kb_relative_information_score
-7867.484441
mean_absolute_error
0.255968
mean_absolute_error
0.256035
mean_absolute_error
0.255986
mean_absolute_error
0.255644
mean_absolute_error
0.255815
mean_absolute_error
0.256164
mean_absolute_error
0.255576
mean_absolute_error
0.255776
mean_absolute_error
0.255629
mean_absolute_error
0.255566
mean_prior_absolute_error
0.277845
mean_prior_absolute_error
0.277845
mean_prior_absolute_error
0.277845
mean_prior_absolute_error
0.277845
mean_prior_absolute_error
0.277845
mean_prior_absolute_error
0.277845
mean_prior_absolute_error
0.277848
mean_prior_absolute_error
0.277848
mean_prior_absolute_error
0.277848
mean_prior_absolute_error
0.277848
number_of_instances
199741 [166441,33300]
number_of_instances
199741 [166441,33300]
number_of_instances
199741 [166441,33300]
number_of_instances
199741 [166441,33300]
number_of_instances
199741 [166441,33300]
number_of_instances
199741 [166441,33300]
number_of_instances
199741 [166440,33301]
number_of_instances
199741 [166440,33301]
number_of_instances
199741 [166440,33301]
number_of_instances
199741 [166440,33301]
precision
0.805506 [0.838888,0.638652]
precision
0.799146 [0.83806,0.60464]
precision
0.802349 [0.838365,0.622333]
precision
0.800181 [0.838357,0.609368]
precision
0.798082 [0.838176,0.597681]
precision
0.802431 [0.838404,0.622633]
precision
0.804387 [0.838447,0.634158]
precision
0.798537 [0.838096,0.600821]
precision
0.801332 [0.838276,0.616682]
precision
0.802375 [0.838353,0.622556]
predictive_accuracy
0.836538
predictive_accuracy
0.835542
predictive_accuracy
0.835983
predictive_accuracy
0.835762
predictive_accuracy
0.835477
predictive_accuracy
0.836008
predictive_accuracy
0.836213
predictive_accuracy
0.835492
predictive_accuracy
0.835842
predictive_accuracy
0.835978
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
prior_entropy
0.650142
recall
0.836538 [0.994911,0.044955]
recall
0.835542 [0.994881,0.039129]
recall
0.835983 [0.995001,0.041171]
recall
0.835762 [0.994689,0.041411]
recall
0.835477 [0.994581,0.04024]
recall
0.836008 [0.994971,0.041471]
recall
0.836213 [0.995199,0.04159]
recall
0.835492 [0.994743,0.039548]
recall
0.835842 [0.994947,0.040629]
recall
0.835978 [0.995013,0.04111]
relative_absolute_error
0.921263
relative_absolute_error
0.921502
relative_absolute_error
0.921328
relative_absolute_error
0.920097
relative_absolute_error
0.920712
relative_absolute_error
0.921966
relative_absolute_error
0.919839
relative_absolute_error
0.920561
relative_absolute_error
0.920029
relative_absolute_error
0.919803
root_mean_prior_squared_error
0.372722
root_mean_prior_squared_error
0.372722
root_mean_prior_squared_error
0.372722
root_mean_prior_squared_error
0.372722
root_mean_prior_squared_error
0.372722
root_mean_prior_squared_error
0.372722
root_mean_prior_squared_error
0.372727
root_mean_prior_squared_error
0.372727
root_mean_prior_squared_error
0.372727
root_mean_prior_squared_error
0.372727
root_mean_squared_error
0.356834
root_mean_squared_error
0.35736
root_mean_squared_error
0.35703
root_mean_squared_error
0.357191
root_mean_squared_error
0.357095
root_mean_squared_error
0.357269
root_mean_squared_error
0.357071
root_mean_squared_error
0.357171
root_mean_squared_error
0.357031
root_mean_squared_error
0.356606
root_relative_squared_error
0.957372
root_relative_squared_error
0.958785
root_relative_squared_error
0.957899
root_relative_squared_error
0.958331
root_relative_squared_error
0.958074
root_relative_squared_error
0.958541
root_relative_squared_error
0.957997
root_relative_squared_error
0.958265
root_relative_squared_error
0.957891
root_relative_squared_error
0.956749
total_cost
3188770
total_cost
3208220
total_cost
3201220
total_cost
3200940
total_cost
3205020
total_cost
3200270
total_cost
3199590
total_cost
3207150
total_cost
3203210
total_cost
3201500
usercpu_time_millis
1970340
usercpu_time_millis
2068310
usercpu_time_millis
1940480
usercpu_time_millis
1969680
usercpu_time_millis
2039090
usercpu_time_millis
1833120
usercpu_time_millis
1909760
usercpu_time_millis
2018070
usercpu_time_millis
1987570
usercpu_time_millis
1973330
usercpu_time_millis_testing
200
usercpu_time_millis_testing
220
usercpu_time_millis_testing
220
usercpu_time_millis_testing
220
usercpu_time_millis_testing
200
usercpu_time_millis_testing
200
usercpu_time_millis_testing
230
usercpu_time_millis_testing
230
usercpu_time_millis_testing
220
usercpu_time_millis_testing
220
usercpu_time_millis_training
1970140
usercpu_time_millis_training
2068090
usercpu_time_millis_training
1940260
usercpu_time_millis_training
1969460
usercpu_time_millis_training
2038890
usercpu_time_millis_training
1832920
usercpu_time_millis_training
1909530
usercpu_time_millis_training
2017840
usercpu_time_millis_training
1987350
usercpu_time_millis_training
1973110