Run
1835579

Run 1835579

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 26-10-2016 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)_g100
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
0.8641
Per class
Confusion matrix
F measure
0.8397
Per class
Kappa
0.7318
KB relative information score
1216188.7577
Mean absolute error
0.0314
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8412
Per class
Predictive accuracy
0.8428
Prior entropy
3.3219
Recall
0.8428
Per class
Relative absolute error
0.1747
Root mean prior squared error
0.3
Root mean squared error
0.1773
Root relative squared error
0.5911