86205
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
534
weka.Bagging_SMO_PolyKernel(2)
826
weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
I
10
534
P
100
534
S
1
534
W
weka.classifiers.functions.SMO
534
num-slots
1
534
C
1.0
424
L
0.001
424
N
0
424
P
1.0E-12
424
V
-1
424
W
1
424
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
258645
description
https://api.openml.org/data/download/258645/weka_generated_run1339838746768029022.xml
-1
258648
model_readable
https://api.openml.org/data/download/258648/WekaModel_weka.classifiers.meta.Bagging770577591514638798.model
-1
258647
model_serialized
https://api.openml.org/data/download/258647/WekaSerialized_weka.classifiers.meta.Bagging2306987085178516148.model
-1
258646
predictions
https://api.openml.org/data/download/258646/weka_generated_predictions6585767028592183809.arff
area_under_roc_curve
0.991241 [1,1,1,1,1,1,1,0.980449,1,1,1,1,0.993721,0.98547,0.975043,1,1,1,1]
average_cost
0
build_cpu_time
6.381
build_memory
1173388400
f_measure
0.885531 [1,1,1,0.981818,1,1,1,0.857143,1,1,1,0.962963,0.166667,0.875,0.754098,1,1,1,1]
kappa
0.886468
kb_relative_information_score
39.020273
mean_absolute_error
0.094266
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.886776 [1,1,1,0.964286,1,1,1,0.825,1,1,1,1,0.5,0.823529,0.741935,1,1,1,1]
predictive_accuracy
0.897778
prior_entropy
3.857248
recall
0.897778 [1,1,1,1,1,1,1,0.891892,1,1,1,0.928571,0.1,0.933333,0.766667,1,1,1,1]
relative_absolute_error
0.983671
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.21302
root_relative_squared_error
0.975102
scimark_benchmark
894.20991 [501.9397662931529, 951.5827872222269, 448.70111471594475, 836.7188273793116, 1732.1070551132834]
total_cost
0
area_under_roc_curve
0.991241 [1,1,1,1,1,1,1,0.980449,1,1,1,1,0.993721,0.98547,0.975043,1,1,1,1]
average_cost
0
build_cpu_time
6.381
build_memory
1173388400
f_measure
0.885531 [1,1,1,0.981818,1,1,1,0.857143,1,1,1,0.962963,0.166667,0.875,0.754098,1,1,1,1]
kappa
0.886468
kb_relative_information_score
39.020273
mean_absolute_error
0.094266
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
precision
0.886776 [1,1,1,0.964286,1,1,1,0.825,1,1,1,1,0.5,0.823529,0.741935,1,1,1,1]
predictive_accuracy
0.897778
prior_entropy
3.857248
recall
0.897778 [1,1,1,1,1,1,1,0.891892,1,1,1,0.928571,0.1,0.933333,0.766667,1,1,1,1]
relative_absolute_error
0.983671
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.21302
root_relative_squared_error
0.975102
total_cost
0