Run
571278

Run 571278

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
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
0.8406
Per class
Confusion matrix
F measure
0.8373
Per class
Kappa
0.6004
KB relative information score
797605.2931
Mean absolute error
0.0612
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8732
Per class
Predictive accuracy
0.8163
Prior entropy
2.585
Recall
0.8163
Per class
Relative absolute error
0.2204
Root mean prior squared error
0.3727
Root mean squared error
0.2475
Root relative squared error
0.664