Run
571308

Run 571308

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.6474
Per class
Confusion matrix
F measure
0.7271
Per class
Kappa
0.3267
KB relative information score
489514
Mean absolute error
0.2552
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.728
Per class
Predictive accuracy
0.7448
Prior entropy
1
Recall
0.7448
Per class
Relative absolute error
0.5105
Root mean prior squared error
0.5
Root mean squared error
0.5052
Root relative squared error
1.0104