67795
2
Joaquin Vanschoren
3812
Supervised Classification
predictive_accuracy
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
949
arsenic-female-bladder
https://www.openml.org/data/download/53483/arsenic-female-bladder.arff
-1
189883
description
https://api.openml.org/data/download/189883/weka_generated_run5659885252017051546.xml
-1
189886
model_readable
https://api.openml.org/data/download/189886/WekaModel_weka.classifiers.meta.RealAdaBoost4999887238080554901.model
-1
189885
model_serialized
https://api.openml.org/data/download/189885/WekaSerialized_weka.classifiers.meta.RealAdaBoost366027607698124586.model
-1
189884
predictions
https://api.openml.org/data/download/189884/weka_generated_predictions7880848551377700949.arff
area_under_roc_curve
0.651735 [0.651735,0.651735]
average_cost
0
build_cpu_time
0.019202
build_memory
351577244.035778
f_measure
0.831843 [0.901879,0.4125]
kappa
0.314379
kb_relative_information_score
78.27167
mean_absolute_error
0.169191
mean_prior_absolute_error
0.246171
number_of_instances
559 [479,80]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.831843 [0.901879,0.4125]
predictive_accuracy
0.831843
prior_entropy
0.595609
recall
0.831843 [0.901879,0.4125]
relative_absolute_error
0.687291
root_mean_prior_squared_error
0.35019
root_mean_squared_error
0.410252
root_relative_squared_error
1.171512
scimark_benchmark
937.636906 [508.5249580327395, 1015.5230404536866, 483.88543266528814, 910.5383976697751, 1769.7127006129608]
total_cost
0
area_under_roc_curve
0.666667 [0.666667,0.666667]
area_under_roc_curve
0.554688 [0.554688,0.554688]
area_under_roc_curve
0.6875 [0.6875,0.6875]
area_under_roc_curve
0.585938 [0.585938,0.585938]
area_under_roc_curve
0.536458 [0.536458,0.536458]
area_under_roc_curve
0.785156 [0.785156,0.785156]
area_under_roc_curve
0.864583 [0.864583,0.864583]
area_under_roc_curve
0.660156 [0.660156,0.660156]
area_under_roc_curve
0.601562 [0.601562,0.601562]
area_under_roc_curve
0.574468 [0.574468,0.574468]
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
0.019
build_cpu_time
0.019
build_cpu_time
0.019
build_cpu_time
0.019
build_cpu_time
0.019
build_cpu_time
0.019
build_cpu_time
0.02
build_cpu_time
0.02
build_cpu_time
0.02
build_cpu_time
0.018
build_memory
317236648
build_memory
330997816
build_memory
330997816
build_memory
344758504
build_memory
344758504
build_memory
358519176
build_memory
358519176
build_memory
372279848
build_memory
372279848
build_memory
386040520
f_measure
0.815911 [0.88172,0.421053]
f_measure
0.773463 [0.863158,0.235294]
f_measure
0.82945 [0.893617,0.444444]
f_measure
0.823177 [0.909091,0.307692]
f_measure
0.761229 [0.851064,0.222222]
f_measure
0.908198 [0.948454,0.666667]
f_measure
0.944919 [0.969072,0.8]
f_measure
0.862471 [0.929293,0.461538]
f_measure
0.795339 [0.87234,0.333333]
f_measure
0.807089 [0.895833,0.285714]
kappa
0.306306
kappa
0.09901
kappa
0.339623
kappa
0.222222
kappa
0.075472
kappa
0.615385
kappa
0.769231
kappa
0.395062
kappa
0.207547
kappa
0.183976
kb_relative_information_score
-0.468242
kb_relative_information_score
-10.21842
kb_relative_information_score
4.977611
kb_relative_information_score
10.042971
kb_relative_information_score
-15.664324
kb_relative_information_score
30.304365
kb_relative_information_score
40.435148
kb_relative_information_score
19.793157
kb_relative_information_score
-5.153118
kb_relative_information_score
4.222523
mean_absolute_error
0.19901
mean_absolute_error
0.232142
mean_absolute_error
0.178571
mean_absolute_error
0.160714
mean_absolute_error
0.252581
mean_absolute_error
0.089286
mean_absolute_error
0.053571
mean_absolute_error
0.127581
mean_absolute_error
0.214286
mean_absolute_error
0.184441
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.245989
mean_prior_absolute_error
0.247837
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
56 [48,8]
number_of_instances
55 [47,8]
precision
0.8329 [0.911111,0.363636]
precision
0.779466 [0.87234,0.222222]
precision
0.839752 [0.913043,0.4]
precision
0.813445 [0.882353,0.4]
precision
0.773913 [0.869565,0.2]
precision
0.906706 [0.938776,0.714286]
precision
0.944606 [0.959184,0.857143]
precision
0.858824 [0.901961,0.6]
precision
0.806832 [0.891304,0.3]
precision
0.798392 [0.877551,0.333333]
predictive_accuracy
0.803571
predictive_accuracy
0.767857
predictive_accuracy
0.821429
predictive_accuracy
0.839286
predictive_accuracy
0.75
predictive_accuracy
0.910714
predictive_accuracy
0.946429
predictive_accuracy
0.875
predictive_accuracy
0.785714
predictive_accuracy
0.818182
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
prior_entropy
0.595609
recall
0.803571 [0.854167,0.5]
recall
0.767857 [0.854167,0.25]
recall
0.821429 [0.875,0.5]
recall
0.839286 [0.9375,0.25]
recall
0.75 [0.833333,0.25]
recall
0.910714 [0.958333,0.625]
recall
0.946429 [0.979167,0.75]
recall
0.875 [0.958333,0.375]
recall
0.785714 [0.854167,0.375]
recall
0.818182 [0.914894,0.25]
relative_absolute_error
0.809017
relative_absolute_error
0.94371
relative_absolute_error
0.725932
relative_absolute_error
0.653339
relative_absolute_error
1.026796
relative_absolute_error
0.362968
relative_absolute_error
0.21778
relative_absolute_error
0.518646
relative_absolute_error
0.871118
relative_absolute_error
0.744205
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.34993
root_mean_prior_squared_error
0.35256
root_mean_squared_error
0.443622
root_mean_squared_error
0.481811
root_mean_squared_error
0.422577
root_mean_squared_error
0.400892
root_mean_squared_error
0.500372
root_mean_squared_error
0.298807
root_mean_squared_error
0.231455
root_mean_squared_error
0.354081
root_mean_squared_error
0.46291
root_mean_squared_error
0.426845
root_relative_squared_error
1.267745
root_relative_squared_error
1.376877
root_relative_squared_error
1.207603
root_relative_squared_error
1.145633
root_relative_squared_error
1.429919
root_relative_squared_error
0.853904
root_relative_squared_error
0.661432
root_relative_squared_error
1.01186
root_relative_squared_error
1.322863
root_relative_squared_error
1.210701
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