145769
2
Joaquin Vanschoren
14
Supervised Classification
398
weka.AdaBoostM1_BFTree(2)
611
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.trees.BFTree -- -M 2 -N 5 -C 1.0 -P POSTPRUNED -S 1
I
20
398
P
100
398
S
1
398
W
weka.classifiers.trees.BFTree
398
C
true
399
M
2
399
N
5
399
P
POSTPRUNED
399
S
1
399
weka
weka_3.7.12-SNAPSHOT
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
472072
description
https://www.openml.org/data/download/472072/weka_generated_run5692502505162747091.xml
-1
472075
model_readable
https://www.openml.org/data/download/472075/WekaModel_weka.classifiers.meta.AdaBoostM12274061813325936817.model
-1
472074
model_serialized
https://www.openml.org/data/download/472074/WekaSerialized_weka.classifiers.meta.AdaBoostM15025057927917233972.model
-1
472073
predictions
https://www.openml.org/data/download/472073/weka_generated_predictions5177889380149125684.arff
area_under_roc_curve
0.966878 [0.999967,0.947676,0.987532,0.98075,0.964965,0.985419,0.909386,0.987507,0.994049,0.911532]
average_cost
0
f_measure
0.829114 [0.992519,0.80402,0.934673,0.894602,0.786632,0.909091,0.55792,0.898551,0.956743,0.556391]
kappa
0.808333
kb_relative_information_score
1649.492467
mean_absolute_error
0.035218
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.831624 [0.99005,0.808081,0.939394,0.920635,0.809524,0.918367,0.529148,0.869159,0.974093,0.557789]
predictive_accuracy
0.8275
prior_entropy
3.321928
recall
0.8275 [0.995,0.8,0.93,0.87,0.765,0.9,0.59,0.93,0.94,0.555]
relative_absolute_error
0.195656
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.178469
root_relative_squared_error
0.594897
scimark_benchmark
921.213662 [526.642737462584, 995.3280053932883, 464.82331194692784, 895.9124723353791, 1723.3617822104022]
total_cost
0
usercpu_time_millis
41620
usercpu_time_millis_testing
10
usercpu_time_millis_training
41610
area_under_roc_curve
0.972778 [1,0.989167,0.999444,0.992917,0.965833,0.999722,0.918194,0.9975,0.972639,0.892361]
area_under_roc_curve
0.970028 [1,0.939028,0.997639,0.963194,0.95875,0.9875,0.924583,0.995,1,0.934583]
area_under_roc_curve
0.954972 [1,0.951667,0.973333,0.963194,0.979028,0.971944,0.835278,0.965417,1,0.909861]
area_under_roc_curve
0.978708 [1,0.934444,0.972639,0.99625,0.985278,0.968611,0.971111,0.996389,1,0.962361]
area_under_roc_curve
0.961 [1,0.904722,0.997917,0.968472,0.956944,0.992778,0.923889,0.965972,1,0.899306]
area_under_roc_curve
0.972722 [1,0.939444,0.999167,0.9975,0.991389,0.995833,0.904583,0.992778,0.999722,0.906806]
area_under_roc_curve
0.961125 [1,0.941389,0.946111,0.996944,0.930972,0.965972,0.926528,0.987083,1,0.91625]
area_under_roc_curve
0.970639 [1,0.938611,0.996389,0.966528,0.965278,0.997778,0.924722,0.993611,0.972361,0.951111]
area_under_roc_curve
0.968597 [1,0.960556,1,0.999444,0.982778,0.971806,0.875694,0.996528,1,0.899167]
area_under_roc_curve
0.961444 [1,0.979167,0.995556,0.96625,0.935278,0.999167,0.895556,0.993333,0.995278,0.854861]
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
0.841265 [1,0.765957,0.95,0.923077,0.829268,0.947368,0.619048,0.833333,0.95,0.594595]
f_measure
0.82707 [1,0.878049,0.918919,0.842105,0.8,0.871795,0.486486,0.930233,0.947368,0.595745]
f_measure
0.779677 [0.974359,0.7,0.947368,0.756757,0.772727,0.923077,0.428571,0.842105,0.97561,0.47619]
f_measure
0.863367 [1,0.777778,0.95,0.930233,0.863636,0.894737,0.681818,0.95,0.974359,0.611111]
f_measure
0.836512 [0.97561,0.810811,0.974359,0.926829,0.742857,0.909091,0.604651,0.904762,0.97561,0.540541]
f_measure
0.864903 [1,0.820513,0.926829,0.864865,0.8,0.9,0.714286,0.930233,0.974359,0.717949]
f_measure
0.839113 [1,0.829268,0.918919,0.95,0.717949,0.904762,0.634146,0.857143,1,0.578947]
f_measure
0.823038 [1,0.85,0.926829,0.894737,0.789474,0.864865,0.553191,0.930233,0.894737,0.526316]
f_measure
0.812133 [0.97561,0.810811,1,0.95,0.764706,0.9,0.372093,0.909091,1,0.439024]
f_measure
0.799717 [1,0.8,0.844444,0.888889,0.764706,0.974359,0.47619,0.883721,0.864865,0.5]
kappa
0.822222
kappa
0.805556
kappa
0.75
kappa
0.85
kappa
0.822222
kappa
0.85
kappa
0.822222
kappa
0.8
kappa
0.788889
kappa
0.772222
kb_relative_information_score
168.152972
kb_relative_information_score
163.483786
kb_relative_information_score
156.079582
kb_relative_information_score
171.815526
kb_relative_information_score
165.573619
kb_relative_information_score
172.654985
kb_relative_information_score
167.054748
kb_relative_information_score
165.11042
kb_relative_information_score
162.990088
kb_relative_information_score
156.576741
mean_absolute_error
0.032882
mean_absolute_error
0.036272
mean_absolute_error
0.043889
mean_absolute_error
0.028177
mean_absolute_error
0.034217
mean_absolute_error
0.028496
mean_absolute_error
0.033515
mean_absolute_error
0.035325
mean_absolute_error
0.037043
mean_absolute_error
0.042365
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
precision
0.849903 [1,0.666667,0.95,0.947368,0.809524,1,0.590909,0.9375,0.95,0.647059]
precision
0.835826 [1,0.857143,1,0.888889,0.8,0.894737,0.529412,0.869565,1,0.518519]
precision
0.788414 [1,0.7,1,0.823529,0.708333,0.947368,0.409091,0.888889,0.952381,0.454545]
precision
0.869318 [1,0.875,0.95,0.869565,0.791667,0.944444,0.625,0.95,1,0.6875]
precision
0.840897 [0.952381,0.882353,1,0.904762,0.866667,0.833333,0.565217,0.863636,0.952381,0.588235]
precision
0.867627 [1,0.842105,0.904762,0.941176,0.8,0.9,0.681818,0.869565,1,0.736842]
precision
0.840834 [1,0.809524,1,0.95,0.736842,0.863636,0.619048,0.818182,1,0.611111]
precision
0.832476 [1,0.85,0.904762,0.944444,0.833333,0.941176,0.481481,0.869565,0.944444,0.555556]
precision
0.822304 [0.952381,0.882353,1,0.95,0.928571,0.9,0.347826,0.833333,1,0.428571]
precision
0.816871 [1,0.8,0.76,1,0.928571,1,0.454545,0.826087,0.941176,0.458333]
predictive_accuracy
0.84
predictive_accuracy
0.825
predictive_accuracy
0.775
predictive_accuracy
0.865
predictive_accuracy
0.84
predictive_accuracy
0.865
predictive_accuracy
0.84
predictive_accuracy
0.82
predictive_accuracy
0.81
predictive_accuracy
0.795
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.84 [1,0.9,0.95,0.9,0.85,0.9,0.65,0.75,0.95,0.55]
recall
0.825 [1,0.9,0.85,0.8,0.8,0.85,0.45,1,0.9,0.7]
recall
0.775 [0.95,0.7,0.9,0.7,0.85,0.9,0.45,0.8,1,0.5]
recall
0.865 [1,0.7,0.95,1,0.95,0.85,0.75,0.95,0.95,0.55]
recall
0.84 [1,0.75,0.95,0.95,0.65,1,0.65,0.95,1,0.5]
recall
0.865 [1,0.8,0.95,0.8,0.8,0.9,0.75,1,0.95,0.7]
recall
0.84 [1,0.85,0.85,0.95,0.7,0.95,0.65,0.9,1,0.55]
recall
0.82 [1,0.85,0.95,0.85,0.75,0.8,0.65,1,0.85,0.5]
recall
0.81 [1,0.75,1,0.95,0.65,0.9,0.4,1,1,0.45]
recall
0.795 [1,0.8,0.95,0.8,0.65,0.95,0.5,0.95,0.8,0.55]
relative_absolute_error
0.18268
relative_absolute_error
0.201512
relative_absolute_error
0.243828
relative_absolute_error
0.156538
relative_absolute_error
0.190093
relative_absolute_error
0.158314
relative_absolute_error
0.186192
relative_absolute_error
0.19625
relative_absolute_error
0.205795
relative_absolute_error
0.235361
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.168871
root_mean_squared_error
0.182113
root_mean_squared_error
0.200807
root_mean_squared_error
0.15979
root_mean_squared_error
0.17748
root_mean_squared_error
0.157465
root_mean_squared_error
0.172486
root_mean_squared_error
0.176998
root_mean_squared_error
0.184068
root_mean_squared_error
0.199294
root_relative_squared_error
0.562902
root_relative_squared_error
0.607044
root_relative_squared_error
0.669355
root_relative_squared_error
0.532632
root_relative_squared_error
0.591602
root_relative_squared_error
0.524885
root_relative_squared_error
0.574954
root_relative_squared_error
0.589992
root_relative_squared_error
0.613561
root_relative_squared_error
0.664312
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
36740
usercpu_time_millis
36210
usercpu_time_millis
35800
usercpu_time_millis
36380
usercpu_time_millis
34940
usercpu_time_millis
37020
usercpu_time_millis
36410
usercpu_time_millis
36550
usercpu_time_millis
36200
usercpu_time_millis
35580
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
36740
usercpu_time_millis_training
36210
usercpu_time_millis_training
35800
usercpu_time_millis_training
36380
usercpu_time_millis_training
34940
usercpu_time_millis_training
37020
usercpu_time_millis_training
36410
usercpu_time_millis_training
36550
usercpu_time_millis_training
36200
usercpu_time_millis_training
35580