2199
1
Jan van Rijn
159
Supervised Data Stream Classification
94
moa.HoeffdingAdaptiveTree(1)
35
trees.HoeffdingAdaptiveTree
b
false
94
c
1.0E-7
94
d
NominalAttributeClassObserver
94
e
1000000
94
g
200
94
l
NBAdaptive
94
m
33554432
94
n
GaussianNumericAttributeClassObserver
94
p
false
94
q
0
94
r
false
94
s
InfoGainSplitCriterion
94
t
0.05
94
z
false
94
119
BNG(cmc,nominal,55296)
https://www.openml.org/data/download/1839/BayesianNetworkGenerator_cmc.arff
-1
4630
description
https://api.openml.org/data/download/4630/moa_task_15944520328861865925.xml
-1
4631
predictions
https://api.openml.org/data/download/4631/openml_task_159_predictions1571237390910016135.arff
area_under_roc_curve
0.678996 [0.674776,0.727555,0.652283]
average_cost
0
confusion_matrix
[[13618,3308,6729],[3289,5311,3955],[6868,3194,9024]]
f_measure
0.505201 [0.574236,0.4359,0.465227]
kappa
0.232816
kb_relative_information_score
11464.559407
mean_absolute_error
0.38432
mean_prior_absolute_error
0.444444
number_of_instances
55296 [23655,12555,19086]
precision
0.505155 [0.572787,0.449589,0.457885]
predictive_accuracy
0.505516
prior_entropy
1.584963
ram_hours
0.00000001986697316169739
recall
0.505516 [0.575692,0.423019,0.472807]
relative_absolute_error
0.86472
root_mean_prior_squared_error
0.471405
root_mean_squared_error
0.443603
root_relative_squared_error
0.941024
run_cpu_time
0.9
total_cost
0