Run
1835120

Run 1835120

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8662
Per class
Confusion matrix
F measure
0.8802
Per class
Kappa
0.7454
KB relative information score
762922
Mean absolute error
0.1185
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8815
Per class
Predictive accuracy
0.8815
Prior entropy
1
Recall
0.8815
Per class
Relative absolute error
0.2371
Root mean prior squared error
0.5
Root mean squared error
0.3443
Root relative squared error
0.6886