158599
1
Jan van Rijn
172
Supervised Data Stream Classification
1136
moa.LeveragingBag_SGD(1)
1901
meta.LeveragingBag -l functions.SGD
l
1.0E-4
79
o
HINGE
79
r
1.0E-4
79
l
moa.classifiers.functions.SGD
1136
s
10
1136
w
6.0
1136
a
0.002
1136
o
false
1136
m
LeveragingBag
1136
r
1
1136
Moa
132
BNG(sonar,nominal,1000000)
https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff
-1
516882
description
https://api.openml.org/data/download/516882/moa_task_1723295561617537198277.xml
-1
516883
predictions
https://api.openml.org/data/download/516883/openml_task_172_predictions1778869738588650547.arff
area_under_roc_curve
0.79363 [0.79363,0.79363]
average_cost
0
confusion_matrix
[[358397,108047],[97568,435988]]
f_measure
0.794217 [0.777089,0.80919]
kappa
0.586325
kb_relative_information_score
588767.76667
mean_absolute_error
0.205619
mean_prior_absolute_error
0.5
number_of_instances
1000000 [466444,533556]
precision
0.794224 [0.786019,0.801397]
predictive_accuracy
0.794385
prior_entropy
1
recall
0.794385 [0.76836,0.817136]
relative_absolute_error
0.411238
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.452888
root_relative_squared_error
0.905776
total_cost
0