155969
1
Jan van Rijn
6706
Supervised Data Stream Classification
1129
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)
1896
meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000
f
0
105
i
1000
105
l
weka.classifiers.trees.DecisionStump
105
w
0
105
l
moa.classifiers.meta.WEKAClassifier
1129
n
15.0
1129
r
30.0
1129
c
1000
1129
f
10
1129
Moa
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
507441
description
https://api.openml.org/data/download/507441/moa_task_67066155974938953351721.xml
-1
507442
predictions
https://api.openml.org/data/download/507442/openml_task_6706_predictions5535316421933466921.arff
area_under_roc_curve
0.719581 [0.701776,0.708111,0.893611,0.725704,0.688952,0.598026]
average_cost
0
confusion_matrix
[[206485,0,26970,0,0,4936],[97294,0,6524,0,0,5585],[7182,0,203640,0,0,349],[21150,0,73989,0,0,1363],[94396,0,9823,0,0,6178],[159760,0,62872,0,0,11504]]
f_measure
0.284332 [0.500777,0,0.684517,0,0,0.087135]
kappa
0.250993
kb_relative_information_score
276022.640004
mean_absolute_error
0.234438
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.28604 [0.352203,0,0.530564,0,0,0.384556]
predictive_accuracy
0.421629
prior_entropy
2.584963
recall
0.421629 [0.866161,0,0.964337,0,0,0.049134]
relative_absolute_error
0.843977
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.342312
root_relative_squared_error
0.91852
total_cost
0