67482
2
Joaquin Vanschoren
37
Supervised Classification
622
weka.RealAdaBoost_RandomTree(1)
1057
weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1
K
0
421
M
1.0
421
S
1
421
V
0.001
421
P
100
622
H
1.0
622
S
1
622
I
10
622
W
weka.classifiers.trees.RandomTree
622
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
188873
description
https://api.openml.org/data/download/188873/weka_generated_run7892186209786159262.xml
-1
188876
model_readable
https://api.openml.org/data/download/188876/WekaModel_weka.classifiers.meta.RealAdaBoost7558586645233901891.model
-1
188875
model_serialized
https://api.openml.org/data/download/188875/WekaSerialized_weka.classifiers.meta.RealAdaBoost5530455425911981415.model
-1
188874
predictions
https://api.openml.org/data/download/188874/weka_generated_predictions2386935941451021586.arff
area_under_roc_curve
0.768265 [0.768265,0.768265]
average_cost
0
build_cpu_time
0.086204
build_memory
231434483.59375
f_measure
0.749471 [0.817391,0.622754]
kappa
0.441465
kb_relative_information_score
332.318825
mean_absolute_error
0.247914
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.748386 [0.790654,0.669528]
predictive_accuracy
0.753906
prior_entropy
0.933487
recall
0.753906 [0.846,0.58209]
relative_absolute_error
0.545475
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.482821
root_relative_squared_error
1.012965
scimark_benchmark
899.608924 [548.158605552078, 885.9563449405473, 482.5806157404377, 817.9220163502332, 1763.4270385873465]
total_cost
0
area_under_roc_curve
0.895926 [0.895926,0.895926]
area_under_roc_curve
0.628889 [0.628889,0.628889]
area_under_roc_curve
0.82 [0.82,0.82]
area_under_roc_curve
0.784074 [0.784074,0.784074]
area_under_roc_curve
0.777778 [0.777778,0.777778]
area_under_roc_curve
0.806667 [0.806667,0.806667]
area_under_roc_curve
0.762222 [0.762222,0.762222]
area_under_roc_curve
0.801111 [0.801111,0.801111]
area_under_roc_curve
0.736923 [0.736923,0.736923]
area_under_roc_curve
0.696154 [0.696154,0.696154]
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
0.088
build_cpu_time
0.083
build_cpu_time
0.088
build_cpu_time
0.088
build_cpu_time
0.087
build_cpu_time
0.086
build_cpu_time
0.088
build_cpu_time
0.085
build_cpu_time
0.086
build_cpu_time
0.083
build_memory
177534920
build_memory
191735344
build_memory
202385624
build_memory
213036688
build_memory
227260128
build_memory
237911728
build_memory
248562360
build_memory
259214304
build_memory
273618872
build_memory
284319536
f_measure
0.785102 [0.849057,0.666667]
f_measure
0.677653 [0.773585,0.5]
f_measure
0.75214 [0.811881,0.641509]
f_measure
0.727294 [0.814815,0.565217]
f_measure
0.743805 [0.791667,0.655172]
f_measure
0.792208 [0.84,0.703704]
f_measure
0.79706 [0.859813,0.680851]
f_measure
0.793757 [0.862385,0.666667]
f_measure
0.69984 [0.792453,0.521739]
f_measure
0.714834 [0.770833,0.607143]
kappa
0.519126
kappa
0.278689
kappa
0.453493
kappa
0.387917
kappa
0.448424
kappa
0.543704
kappa
0.545096
kappa
0.536703
kappa
0.319218
kappa
0.379822
kb_relative_information_score
43.782121
kb_relative_information_score
21.482107
kb_relative_information_score
34.921701
kb_relative_information_score
33.959889
kb_relative_information_score
27.984953
kb_relative_information_score
38.471046
kb_relative_information_score
40.760618
kb_relative_information_score
41.424499
kb_relative_information_score
25.09983
kb_relative_information_score
24.43206
mean_absolute_error
0.185117
mean_absolute_error
0.316224
mean_absolute_error
0.237683
mean_absolute_error
0.2416
mean_absolute_error
0.282416
mean_absolute_error
0.221398
mean_absolute_error
0.208411
mean_absolute_error
0.203876
mean_absolute_error
0.289474
mean_absolute_error
0.294081
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.788961 [0.803571,0.761905]
precision
0.675788 [0.732143,0.571429]
precision
0.751298 [0.803922,0.653846]
precision
0.732529 [0.758621,0.684211]
precision
0.751334 [0.826087,0.612903]
precision
0.792208 [0.84,0.703704]
precision
0.804557 [0.807018,0.8]
precision
0.809487 [0.79661,0.833333]
precision
0.698684 [0.75,0.6]
precision
0.723036 [0.804348,0.566667]
predictive_accuracy
0.792208
predictive_accuracy
0.688312
predictive_accuracy
0.753247
predictive_accuracy
0.74026
predictive_accuracy
0.74026
predictive_accuracy
0.792208
predictive_accuracy
0.805195
predictive_accuracy
0.805195
predictive_accuracy
0.710526
predictive_accuracy
0.710526
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.792208 [0.9,0.592593]
recall
0.688312 [0.82,0.444444]
recall
0.753247 [0.82,0.62963]
recall
0.74026 [0.88,0.481481]
recall
0.74026 [0.76,0.703704]
recall
0.792208 [0.84,0.703704]
recall
0.805195 [0.92,0.592593]
recall
0.805195 [0.94,0.555556]
recall
0.710526 [0.84,0.461538]
recall
0.710526 [0.74,0.653846]
relative_absolute_error
0.406849
relative_absolute_error
0.694996
relative_absolute_error
0.522379
relative_absolute_error
0.530987
relative_absolute_error
0.620693
relative_absolute_error
0.486587
relative_absolute_error
0.458045
relative_absolute_error
0.448078
relative_absolute_error
0.639825
relative_absolute_error
0.650008
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.405532
root_mean_squared_error
0.554409
root_mean_squared_error
0.475265
root_mean_squared_error
0.473171
root_mean_squared_error
0.505818
root_mean_squared_error
0.448037
root_mean_squared_error
0.44006
root_mean_squared_error
0.438257
root_mean_squared_error
0.532433
root_mean_squared_error
0.533946
root_relative_squared_error
0.849859
root_relative_squared_error
1.161856
root_relative_squared_error
0.995997
root_relative_squared_error
0.991609
root_relative_squared_error
1.060027
root_relative_squared_error
0.938936
root_relative_squared_error
0.92222
root_relative_squared_error
0.918441
root_relative_squared_error
1.122164
root_relative_squared_error
1.125353
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