Run
1834967

Run 1834967

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 25-10-2016 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
0.8968
Per class
Confusion matrix
F measure
0.8968
Per class
Kappa
0.7936
KB relative information score
793632
Mean absolute error
0.1032
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.897
Per class
Predictive accuracy
0.8968
Prior entropy
1
Recall
0.8968
Per class
Relative absolute error
0.2064
Root mean prior squared error
0.5
Root mean squared error
0.3212
Root relative squared error
0.6424