1836914
1
Jan van Rijn
6706
Supervised Data Stream Classification
4825
moa.BlastDecayed(9)
24091
meta.BlastDecayed -a 0.999 -b bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree -k 5
a
0.999
4825
b
bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
4825
g
1
4825
k
5
4825
p
false
4825
Moa
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
4612147
description
https://api.openml.org/data/download/4612147/moa_task_67066238557048877258667.xml
-1
4612148
predictions
https://api.openml.org/data/download/4612148/openml_task_6706_predictions2819492092863632029.arff
area_under_roc_curve
0.951361 [0.989281,0.968492,0.971933,0.855871,0.893479,0.95284]
average_cost
0
confusion_matrix
[[229769,414,4162,1017,2535,494],[7691,94613,714,2392,3416,577],[5379,367,194676,9498,411,840],[3650,423,19399,53207,1438,18385],[12782,6873,1103,6128,70086,13425],[2153,528,5067,26066,5708,194614]]
f_measure
0.834536 [0.919416,0.889969,0.892412,0.546245,0.72257,0.841627]
kappa
0.797891
kb_relative_information_score
810195.312272
mean_absolute_error
0.067502
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.836766 [0.878913,0.916633,0.864762,0.541228,0.838409,0.852318]
predictive_accuracy
0.836965
prior_entropy
2.584963
recall
0.836965 [0.963833,0.864812,0.921888,0.551356,0.634854,0.831201]
relative_absolute_error
0.243009
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.201579
root_relative_squared_error
0.540894
total_cost
0