1054
1
Jan van Rijn
172
Supervised Data Stream Classification
83
moa.LeveragingBag_HoeffdingTree(1)
24
meta.LeveragingBag
b
false
80
c
1.0E-7
80
d
NominalAttributeClassObserver
80
e
1000000
80
g
200
80
l
NBAdaptive
80
m
33554432
80
n
GaussianNumericAttributeClassObserver
80
p
false
80
q
0
80
r
false
80
s
InfoGainSplitCriterion
80
t
0.05
80
z
false
80
a
0.002
83
l
moa.classifiers.trees.HoeffdingTree
83
m
LeveragingBag
83
o
false
83
r
1
83
s
10
83
w
6.0
83
132
BNG(sonar,nominal,1000000)
https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff
-1
2255
description
https://api.openml.org/data/download/2255/moa_task_1727896810239810272726.xml
-1
2256
predictions
https://api.openml.org/data/download/2256/openml_task_172_predictions4110289213317733286.arff
area_under_roc_curve
0.959972 [0.959972,0.959972]
average_cost
0
confusion_matrix
[[412313,54131],[48390,485166]]
f_measure
0.897436 [0.889423,0.904441]
kappa
0.793871
kb_relative_information_score
668167.614068
mean_absolute_error
0.181753
mean_prior_absolute_error
0.5
number_of_instances
1000000 [466444,533556]
precision
0.897452 [0.894965,0.899627]
predictive_accuracy
0.897479
prior_entropy
1
ram_hours
0.06375785475801676
recall
0.897479 [0.88395,0.909307]
relative_absolute_error
0.363506
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.278398
root_relative_squared_error
0.556796
run_cpu_time
904.81
total_cost
0