1834650
1
Jan van Rijn
6706
Supervised Data Stream Classification
4825
moa.BlastDecayed(9)
23800
meta.BlastDecayed -a 0.999 -k 3 -p
a
0.999
4825
b
bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
4825
g
1
4825
k
3
4825
p
true
4825
Moa
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
4607603
description
https://api.openml.org/data/download/4607603/moa_task_67064616130028187211393.xml
-1
4607604
predictions
https://api.openml.org/data/download/4607604/openml_task_6706_predictions1884648330393653196.arff
area_under_roc_curve
0.941943 [0.987405,0.961832,0.965836,0.828356,0.869256,0.945901]
average_cost
0
confusion_matrix
[[230367,494,3969,979,2084,498],[6437,94277,1046,2394,4299,950],[3818,969,195798,7536,1256,1794],[2671,953,21105,48022,2270,21481],[10180,6917,1612,6252,69740,15696],[1627,747,5752,21879,4949,199182]]
f_measure
0.833159 [0.933622,0.882083,0.889076,0.523218,0.7153,0.840897]
kappa
0.798123
kb_relative_information_score
822508.581014
mean_absolute_error
0.062245
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.833321 [0.903046,0.903408,0.853961,0.551584,0.824369,0.831307]
predictive_accuracy
0.837386
prior_entropy
2.584963
recall
0.837386 [0.966341,0.861741,0.927201,0.497627,0.63172,0.850711]
relative_absolute_error
0.224083
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.204923
root_relative_squared_error
0.549867
total_cost
0