Run
571408

Run 571408

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 04-05-2016 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
0.6805
Per class
Confusion matrix
F measure
0.7526
Per class
Kappa
0.3923
KB relative information score
530182
Mean absolute error
0.2349
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7529
Per class
Predictive accuracy
0.7651
Prior entropy
1
Recall
0.7651
Per class
Relative absolute error
0.4698
Root mean prior squared error
0.5
Root mean squared error
0.4847
Root relative squared error
0.9693