Run
571309

Run 571309

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)_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
0.8525
Per class
Confusion matrix
F measure
0.8903
Per class
Kappa
0.7191
KB relative information score
878345.2486
Mean absolute error
0.0368
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8933
Per class
Predictive accuracy
0.8896
Prior entropy
2.585
Recall
0.8896
Per class
Relative absolute error
0.1325
Root mean prior squared error
0.3727
Root mean squared error
0.1919
Root relative squared error
0.5148