64770
2
Joaquin Vanschoren
1793
Supervised Classification
predictive_accuracy
613
weka.MultiBoostAB_SPegasos(2)
1048
weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 160 -W weka.classifiers.functions.SPegasos -- -F 0 -L 1.0E-4 -E 500
E
500
426
F
0
426
L
1.0E-4
426
C
3
613
P
100
613
S
1
613
I
160
613
W
weka.classifiers.functions.SPegasos
613
29
credit-approval
https://www.openml.org/data/download/29/dataset_29_credit-a.arff
-1
179458
description
https://api.openml.org/data/download/179458/weka_generated_run8298715237224152198.xml
-1
179461
model_readable
https://api.openml.org/data/download/179461/WekaModel_weka.classifiers.meta.MultiBoostAB2052536848058162227.model
-1
179460
model_serialized
https://api.openml.org/data/download/179460/WekaSerialized_weka.classifiers.meta.MultiBoostAB8129487718231214438.model
-1
179459
predictions
https://api.openml.org/data/download/179459/weka_generated_predictions2551654704630696670.arff
area_under_roc_curve
0.880429 [0.880429,0.880429]
average_cost
0
build_cpu_time
1.342
build_memory
25744304
f_measure
0.821664 [0.802057,0.837381]
kappa
0.639492
kb_relative_information_score
2061.783932
mean_absolute_error
0.202795
mean_prior_absolute_error
0.493952
number_of_instances
3450 [1535,1915]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.822124 [0.791376,0.84677]
predictive_accuracy
0.821449
prior_entropy
0.991282
recall
0.821449 [0.813029,0.828198]
relative_absolute_error
0.410557
root_mean_prior_squared_error
0.496958
root_mean_squared_error
0.38142
root_relative_squared_error
0.767511
scimark_benchmark
929.243067 [558.5144281263492, 960.1171087695311, 455.55442203429567, 913.7121081704029, 1758.3172656914378]
total_cost
0
area_under_roc_curve
0.886063 [0.886063,0.886063]
area_under_roc_curve
0.882438 [0.882438,0.882438]
area_under_roc_curve
0.878608 [0.878608,0.878608]
area_under_roc_curve
0.866405 [0.866405,0.866405]
area_under_roc_curve
0.864754 [0.864754,0.864754]
area_under_roc_curve
0.868192 [0.868192,0.868192]
area_under_roc_curve
0.889491 [0.889491,0.889491]
area_under_roc_curve
0.885259 [0.885259,0.885259]
area_under_roc_curve
0.900422 [0.900422,0.900422]
area_under_roc_curve
0.893639 [0.893639,0.893639]
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
2.305
build_cpu_time
1.694
build_cpu_time
1.372
build_cpu_time
0.651
build_cpu_time
1.25
build_cpu_time
0.926
build_cpu_time
1.498
build_cpu_time
1.458
build_cpu_time
0.797
build_cpu_time
1.469
build_memory
21896376
build_memory
19758104
build_memory
18003224
build_memory
25324872
build_memory
28620208
build_memory
26000296
build_memory
43909784
build_memory
34813424
build_memory
20997000
build_memory
18119752
f_measure
0.828927 [0.806557,0.846753]
f_measure
0.817809 [0.8,0.832]
f_measure
0.823128 [0.8,0.841558]
f_measure
0.822856 [0.797342,0.843188]
f_measure
0.811952 [0.792332,0.827586]
f_measure
0.794796 [0.782875,0.804408]
f_measure
0.829217 [0.811502,0.843501]
f_measure
0.820171 [0.797386,0.838542]
f_measure
0.840965 [0.827586,0.851752]
f_measure
0.826087 [0.805195,0.842932]
kappa
0.653314
kappa
0.632252
kappa
0.641561
kappa
0.640607
kappa
0.620076
kappa
0.588534
kappa
0.655076
kappa
0.63594
kappa
0.679666
kappa
0.648127
kb_relative_information_score
214.403895
kb_relative_information_score
204.772533
kb_relative_information_score
211.71981
kb_relative_information_score
200.255721
kb_relative_information_score
196.992566
kb_relative_information_score
195.245216
kb_relative_information_score
210.632974
kb_relative_information_score
204.009894
kb_relative_information_score
209.982193
kb_relative_information_score
213.769131
mean_absolute_error
0.189908
mean_absolute_error
0.205286
mean_absolute_error
0.193947
mean_absolute_error
0.212272
mean_absolute_error
0.215892
mean_absolute_error
0.21638
mean_absolute_error
0.196286
mean_absolute_error
0.207456
mean_absolute_error
0.20014
mean_absolute_error
0.190385
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.493792
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
mean_prior_absolute_error
0.494111
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [153,192]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
number_of_instances
345 [154,191]
precision
0.828883 [0.809211,0.84456]
precision
0.81934 [0.777778,0.852459]
precision
0.823082 [0.802632,0.839378]
precision
0.822874 [0.810811,0.832487]
precision
0.812979 [0.775,0.843243]
precision
0.800203 [0.739884,0.848837]
precision
0.829799 [0.798742,0.854839]
precision
0.820107 [0.802632,0.834197]
precision
0.84306 [0.8,0.877778]
precision
0.826087 [0.805195,0.842932]
predictive_accuracy
0.828986
predictive_accuracy
0.817391
predictive_accuracy
0.823188
predictive_accuracy
0.823188
predictive_accuracy
0.811594
predictive_accuracy
0.794203
predictive_accuracy
0.828986
predictive_accuracy
0.82029
predictive_accuracy
0.84058
predictive_accuracy
0.826087
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
prior_entropy
0.991282
recall
0.828986 [0.803922,0.848958]
recall
0.817391 [0.823529,0.8125]
recall
0.823188 [0.797386,0.84375]
recall
0.823188 [0.784314,0.854167]
recall
0.811594 [0.810458,0.8125]
recall
0.794203 [0.831169,0.764398]
recall
0.828986 [0.824675,0.832461]
recall
0.82029 [0.792208,0.842932]
recall
0.84058 [0.857143,0.827225]
recall
0.826087 [0.805195,0.842932]
relative_absolute_error
0.384591
relative_absolute_error
0.415734
relative_absolute_error
0.39277
relative_absolute_error
0.429882
relative_absolute_error
0.437212
relative_absolute_error
0.437918
relative_absolute_error
0.397252
relative_absolute_error
0.419856
relative_absolute_error
0.405051
relative_absolute_error
0.385309
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.496798
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_prior_squared_error
0.497118
root_mean_squared_error
0.368068
root_mean_squared_error
0.378116
root_mean_squared_error
0.376281
root_mean_squared_error
0.384742
root_mean_squared_error
0.39674
root_mean_squared_error
0.412943
root_mean_squared_error
0.378515
root_mean_squared_error
0.374816
root_mean_squared_error
0.355066
root_mean_squared_error
0.386003
root_relative_squared_error
0.740882
root_relative_squared_error
0.761106
root_relative_squared_error
0.757413
root_relative_squared_error
0.774444
root_relative_squared_error
0.798594
root_relative_squared_error
0.830675
root_relative_squared_error
0.761419
root_relative_squared_error
0.753979
root_relative_squared_error
0.714248
root_relative_squared_error
0.776482
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