Run
1835044

Run 1835044

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.8665
Per class
Confusion matrix
F measure
0.9001
Per class
Kappa
0.769
KB relative information score
805890
Mean absolute error
0.0971
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9052
Per class
Predictive accuracy
0.9029
Prior entropy
1
Recall
0.9029
Per class
Relative absolute error
0.1941
Root mean prior squared error
0.5
Root mean squared error
0.3115
Root relative squared error
0.6231