Run
1835641

Run 1835641

Task 188 (Supervised Data Stream Classification) CovPokElec 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
0.8607
Per class
Confusion matrix
F measure
0.8355
Per class
Kappa
0.7247
KB relative information score
1209896.4349
Mean absolute error
0.0323
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8371
Per class
Predictive accuracy
0.8386
Prior entropy
3.3219
Recall
0.8386
Per class
Relative absolute error
0.1793
Root mean prior squared error
0.3
Root mean squared error
0.1797
Root relative squared error
0.5988