25344
2
Joaquin Vanschoren
59
Supervised Classification
predictive_accuracy
415
weka.AdaBoostM1_MultilayerPerceptron(2)
654
weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 80 -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a
I
80
415
P
100
415
S
1
415
W
weka.classifiers.functions.MultilayerPerceptron
415
E
20
416
H
a
416
L
0.3
416
M
0.2
416
N
500
416
S
0
416
V
0
416
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
50982
description
https://api.openml.org/data/download/50982/weka_generated_run6137436985209580454.xml
-1
50985
model_readable
https://api.openml.org/data/download/50985/WekaModel_weka.classifiers.meta.AdaBoostM1117643430076065671.model
-1
50984
model_serialized
https://api.openml.org/data/download/50984/WekaSerialized_weka.classifiers.meta.AdaBoostM14520590012228743600.model
-1
50983
predictions
https://api.openml.org/data/download/50983/weka_generated_predictions6128454388080509543.arff
area_under_roc_curve
0.983633 [1,0.9751,0.9758]
average_cost
0
build_cpu_time
1.192
build_memory
98566711.2
f_measure
0.959984 [1,0.938776,0.941176]
kappa
0.94
kb_relative_information_score
142.137577
mean_absolute_error
0.025143
mean_prior_absolute_error
0.444444
number_of_instances
150 [50,50,50]
os_information
[Oracle Corporation, 1.7.0_55, x86_64, Mac OS X, 10.9.4]
precision
0.96047 [1,0.958333,0.923077]
predictive_accuracy
0.96
prior_entropy
1.584963
recall
0.96 [1,0.92,0.96]
relative_absolute_error
0.056571
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.1524
root_relative_squared_error
0.323289
scimark_benchmark
1611.567459 [986.56144423868311182.5437071395324641.2313116382861246.52405740593554000.9767730234757]
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.95 [1,0.9,0.95]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.95 [1,0.95,0.9]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
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
1.171
build_cpu_time
0.882
build_cpu_time
0.418
build_cpu_time
1.904
build_cpu_time
1.388
build_cpu_time
2.4
build_cpu_time
0.615
build_cpu_time
1.326
build_cpu_time
1.16
build_cpu_time
0.656
build_memory
73604056
build_memory
86071376
build_memory
92294896
build_memory
104730384
build_memory
113017384
build_memory
127515856
build_memory
133731096
build_memory
144086456
build_memory
51312672
build_memory
59302936
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.861111 [1,0.833333,0.75]
f_measure
0.93266 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
1
kappa
1
kappa
0.9
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.9
kappa
1
kb_relative_information_score
14.952117
kb_relative_information_score
14.985746
kb_relative_information_score
13.847033
kb_relative_information_score
13.636739
kb_relative_information_score
14.99896
kb_relative_information_score
13.63093
kb_relative_information_score
14.993887
kb_relative_information_score
12.287515
kb_relative_information_score
13.809731
kb_relative_information_score
14.994918
mean_absolute_error
0.002278
mean_absolute_error
0.000693
mean_absolute_error
0.035061
mean_absolute_error
0.044162
mean_absolute_error
0.000051
mean_absolute_error
0.044444
mean_absolute_error
0.000297
mean_absolute_error
0.087654
mean_absolute_error
0.03654
mean_absolute_error
0.000248
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
mean_prior_absolute_error
0.444444
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.904762 [1,0.714286,1]
precision
0.944444 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.933333
predictive_accuracy
1
predictive_accuracy
0.866667
predictive_accuracy
0.933333
predictive_accuracy
1
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
prior_entropy
1.584963
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.866667 [1,1,0.6]
recall
0.933333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.005125
relative_absolute_error
0.00156
relative_absolute_error
0.078887
relative_absolute_error
0.099363
relative_absolute_error
0.000114
relative_absolute_error
0.1
relative_absolute_error
0.000669
relative_absolute_error
0.197221
relative_absolute_error
0.082215
relative_absolute_error
0.000557
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.010778
root_mean_squared_error
0.002242
root_mean_squared_error
0.165888
root_mean_squared_error
0.209473
root_mean_squared_error
0.000159
root_mean_squared_error
0.210819
root_mean_squared_error
0.001324
root_mean_squared_error
0.294029
root_mean_squared_error
0.172738
root_mean_squared_error
0.000827
root_relative_squared_error
0.022863
root_relative_squared_error
0.004756
root_relative_squared_error
0.351901
root_relative_squared_error
0.44436
root_relative_squared_error
0.000337
root_relative_squared_error
0.447214
root_relative_squared_error
0.002809
root_relative_squared_error
0.623729
root_relative_squared_error
0.366434
root_relative_squared_error
0.001755
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