1832040
1
Jan van Rijn
6706
Supervised Data Stream Classification
4812
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)
23749
meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000
l
moa.classifiers.meta.WEKAClassifier
4812
n
15.0
4812
r
30.0
4812
c
1000
4812
f
10
4812
l
weka.classifiers.trees.DecisionStump
4813
w
0
4813
i
1000
4813
f
0
4813
Moa
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
4602334
description
https://api.openml.org/data/download/4602334/moa_task_67062558994175776117550.xml
-1
4602335
predictions
https://api.openml.org/data/download/4602335/openml_task_6706_predictions7460346188219860676.arff
area_under_roc_curve
0.719608 [0.701886,0.708166,0.893602,0.726039,0.688898,0.597898]
average_cost
0
confusion_matrix
[[206062,0,27192,0,0,5137],[96865,0,6616,0,0,5922],[7060,0,203753,0,0,358],[20887,0,74188,0,0,1427],[93992,0,9966,0,0,6439],[158913,0,63321,0,0,11902]]
f_measure
0.284838 [0.501264,0,0.683498,0,0,0.089718]
kappa
0.251144
kb_relative_information_score
276100.6042
mean_absolute_error
0.234414
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.285254 [0.352979,0,0.529179,0,0,0.381658]
predictive_accuracy
0.421717
prior_entropy
2.584963
recall
0.421717 [0.864387,0,0.964872,0,0,0.050834]
relative_absolute_error
0.843892
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.34227
root_relative_squared_error
0.918407
total_cost
0