Run
1834929

Run 1834929

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 25-10-2016 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)_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
0.8781
Per class
Confusion matrix
F measure
0.8789
Per class
Kappa
0.7551
KB relative information score
757574
Mean absolute error
0.1212
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.879
Per class
Predictive accuracy
0.8788
Prior entropy
1
Recall
0.8788
Per class
Relative absolute error
0.2424
Root mean prior squared error
0.5
Root mean squared error
0.3482
Root relative squared error
0.6963