2573
1
Jan van Rijn
122
Supervised Data Stream Classification
101
moa.WEKAClassifier_REPTree(1)
41
meta.WEKAClassifier -l (weka.classifiers.trees.REPTree -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0)
f
0
101
i
1000
101
l
weka.classifiers.trees.REPTree
101
w
0
101
I
0.0
102
L
-1
102
M
2
102
N
3
102
S
1
102
V
0.001
102
72
BNG(kr-vs-kp)
https://www.openml.org/data/download/1718/BayesianNetworkGenerator_kr-vs-kp_small.arff
-1
5378
description
https://api.openml.org/data/download/5378/moa_task_1222151039028840056371.xml
-1
5379
predictions
https://api.openml.org/data/download/5379/openml_task_122_predictions7816185856920848580.arff
area_under_roc_curve
0.955434 [0.955434,0.955434]
average_cost
0
confusion_matrix
[[477305,44570],[22654,455471]]
f_measure
0.932808 [0.934212,0.931275]
kappa
0.865552
kb_relative_information_score
811599.91118
mean_absolute_error
0.102412
mean_prior_absolute_error
0.5
number_of_instances
1000000 [521875,478125]
precision
0.933736 [0.954688,0.910867]
predictive_accuracy
0.932776
prior_entropy
1
ram_hours
0.0000009239640707770984
recall
0.932776 [0.914596,0.952619]
relative_absolute_error
0.204824
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.24472
root_relative_squared_error
0.48944
run_cpu_time
9.43
total_cost
0