Run
1835868

Run 1835868

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) 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
0.9155
Per class
Confusion matrix
F measure
0.8478
Per class
Kappa
0.8311
KB relative information score
841016.626
Mean absolute error
0.0304
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.848
Per class
Predictive accuracy
0.848
Prior entropy
3.3219
Recall
0.848
Per class
Relative absolute error
0.1689
Root mean prior squared error
0.3
Root mean squared error
0.1744
Root relative squared error
0.5812