Run
1835543

Run 1835543

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g100
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
0.9615
Per class
Confusion matrix
F measure
0.9637
Per class
Kappa
0.9234
KB relative information score
121548
Mean absolute error
0.0363
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9637
Per class
Predictive accuracy
0.9637
Prior entropy
1
Recall
0.9637
Per class
Relative absolute error
0.0727
Root mean prior squared error
0.5
Root mean squared error
0.1906
Root relative squared error
0.3812