Run
1835632

Run 1835632

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 27-10-2016 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)_g1000
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
0.8779
Per class
Confusion matrix
F measure
0.8787
Per class
Kappa
0.7547
KB relative information score
757234
Mean absolute error
0.1214
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8789
Per class
Predictive accuracy
0.8786
Prior entropy
1
Recall
0.8786
Per class
Relative absolute error
0.2428
Root mean prior squared error
0.5
Root mean squared error
0.3484
Root relative squared error
0.6968