Run
1834940

Run 1834940

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 25-10-2016 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)_g1
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
0.8664
Per class
Confusion matrix
F measure
0.8424
Per class
Kappa
0.7364
KB relative information score
1220344.598
Mean absolute error
0.0309
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.844
Per class
Predictive accuracy
0.8455
Prior entropy
3.3219
Recall
0.8455
Per class
Relative absolute error
0.1717
Root mean prior squared error
0.3
Root mean squared error
0.1758
Root relative squared error
0.586