1833660
1
Jan van Rijn
6706
Supervised Data Stream Classification
4826
moa.BlastWindowed(2)
23789
meta.BlastWindowed -w 100
w
100
4826
b
bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
4826
g
1
4826
k
1
4826
p
false
4826
Moa
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
4605619
description
https://api.openml.org/data/download/4605619/moa_task_67068037614195099926555.xml
-1
4605620
predictions
https://api.openml.org/data/download/4605620/openml_task_6706_predictions2365935059937865156.arff
area_under_roc_curve
0.887243 [0.950219,0.918954,0.933044,0.712165,0.792935,0.883622]
average_cost
0
confusion_matrix
[[223067,1700,5242,1613,5971,798],[7041,93226,1049,2481,4608,998],[4746,1071,191988,9908,1453,2005],[2951,975,20463,45947,2598,23568],[10216,8055,1650,7064,67380,16032],[1916,869,5572,25730,7141,192908]]
f_measure
0.811459 [0.913595,0.866014,0.878392,0.485582,0.675326,0.820109]
kappa
0.770155
kb_relative_information_score
795641.964604
mean_absolute_error
0.061828
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.810876 [0.892493,0.880354,0.84964,0.495423,0.755796,0.816338]
predictive_accuracy
0.814516
prior_entropy
2.584963
recall
0.814516 [0.935719,0.852134,0.909159,0.476125,0.610343,0.823914]
relative_absolute_error
0.222581
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.248652
root_relative_squared_error
0.667204
total_cost
0