Run
1834988

Run 1834988

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)_w10
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
0.8595
Per class
Confusion matrix
F measure
0.8346
Per class
Kappa
0.7232
KB relative information score
1209283.621
Mean absolute error
0.0324
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8375
Per class
Predictive accuracy
0.8382
Prior entropy
3.3219
Recall
0.8382
Per class
Relative absolute error
0.1798
Root mean prior squared error
0.3
Root mean squared error
0.1799
Root relative squared error
0.5996