1835667
1
Jan van Rijn
6706
Supervised Data Stream Classification
4826
moa.BlastWindowed(2)
24080
meta.BlastWindowed -b bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree -g 1000
w
1000
4826
b
bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
4826
g
1000
4826
k
1
4826
p
false
4826
Moa
1183
BNG(satimage)
https://www.openml.org/data/download/150673/BNG_satimage.arff
-1
4609650
description
https://api.openml.org/data/download/4609650/moa_task_6706539177135384244634.xml
-1
4609651
predictions
https://api.openml.org/data/download/4609651/openml_task_6706_predictions820031879874368373.arff
area_under_roc_curve
0.894005 [0.95502,0.927624,0.934393,0.733972,0.806403,0.88701]
average_cost
0
confusion_matrix
[[223430,2440,5194,1399,4744,1184],[4959,95355,1027,1925,5207,930],[3660,1737,192186,9102,2284,2202],[2065,1456,19402,49727,3647,20205],[8421,7728,1701,5189,70494,16864],[1612,1197,5263,25166,7020,193878]]
f_measure
0.822653 [0.926062,0.869567,0.8817,0.526184,0.69182,0.826069]
kappa
0.783499
kb_relative_information_score
807269.893189
mean_absolute_error
0.05831
mean_prior_absolute_error
0.277778
number_of_instances
1000000 [238391,109403,211171,96502,110397,234136]
precision
0.82178 [0.915145,0.86755,0.855023,0.537543,0.754786,0.82409]
predictive_accuracy
0.82507
prior_entropy
2.584963
recall
0.82507 [0.937242,0.871594,0.910097,0.515295,0.63855,0.828057]
relative_absolute_error
0.209916
root_mean_prior_squared_error
0.372678
root_mean_squared_error
0.241475
root_relative_squared_error
0.647944
total_cost
0