3013
1
Jan van Rijn
2153
Supervised Data Stream Classification
86
moa.OzaBoost_HoeffdingTree(1)
27
meta.OzaBoost
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
l
moa.classifiers.trees.HoeffdingTree
86
p
false
86
r
1
86
s
10
86
257
BNG(colic)
https://www.openml.org/data/download/5632/BNG_colic.arff
-1
6283
description
https://api.openml.org/data/download/6283/moa_task_21531383549024777513207.xml
-1
6284
predictions
https://api.openml.org/data/download/6284/openml_task_2153_predictions7852463704078354614.arff
area_under_roc_curve
0.951354 [0.951354,0.951354]
average_cost
0
confusion_matrix
[[583290,46931],[62483,307296]]
f_measure
0.890078 [0.914252,0.848877]
kappa
0.763191
kb_relative_information_score
418001.262241
mean_absolute_error
0.319827
mean_prior_absolute_error
0.5
number_of_instances
1000000 [630221,369779]
precision
0.89003 [0.903243,0.867512]
predictive_accuracy
0.890586
prior_entropy
1
ram_hours
0.0008366827333450622
recall
0.890586 [0.925532,0.831026]
relative_absolute_error
0.639655
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.347949
root_relative_squared_error
0.695898
run_cpu_time
90.500279279
total_cost
0