1838046
1
Jan van Rijn
125962
Supervised Data Stream Classification
4825
moa.BlastDecayed(9)
24100
meta.BlastDecayed -a 0.999 -b bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree -k 7 -p
a
0.999
4825
b
bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
4825
g
1
4825
k
7
4825
p
true
4825
Moa
40519
BNG(segment)
https://www.openml.org/data/download/4600916/BNG(segment).arff
-1
4614416
description
https://api.openml.org/data/download/4614416/moa_task_1259621715290364341823551.xml
-1
4614417
predictions
https://api.openml.org/data/download/4614417/openml_task_125962_predictions1753146814887907337.arff
area_under_roc_curve
0.951658 [0.974992,0.998562,0.916159,0.919684,0.888304,0.972502,0.991153]
average_cost
0
confusion_matrix
[[131927,684,3081,1393,5195,154,554],[48,142619,257,523,37,75,27],[6197,732,98712,4927,31414,421,473],[4988,766,3650,108157,22063,2885,519],[10574,703,22098,3544,104812,263,508],[240,499,846,7336,2825,129441,1179],[953,460,759,293,748,1025,138416]]
f_measure
0.85498 [0.885669,0.983413,0.72508,0.803541,0.677089,0.935842,0.973629]
kappa
0.829765
kb_relative_information_score
799247.998941
mean_absolute_error
0.067978
mean_prior_absolute_error
0.244898
number_of_instances
1000000 [142988,143586,142876,143028,142502,142366,142654]
precision
0.859183 [0.851543,0.973754,0.762826,0.857212,0.627264,0.964078,0.97699]
predictive_accuracy
0.854084
prior_entropy
2.807355
recall
0.854084 [0.922644,0.993265,0.690893,0.756195,0.735512,0.909213,0.970292]
relative_absolute_error
0.277576
root_mean_prior_squared_error
0.349927
root_mean_squared_error
0.185941
root_relative_squared_error
0.531369
total_cost
0