Run
571373

Run 571373

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.9575
Per class
Confusion matrix
F measure
0.925
Per class
Kappa
0.9021
KB relative information score
919115.8651
Mean absolute error
0.0214
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9252
Per class
Predictive accuracy
0.9251
Prior entropy
2.8074
Recall
0.9251
Per class
Relative absolute error
0.0874
Root mean prior squared error
0.3499
Root mean squared error
0.1463
Root relative squared error
0.4182