Run
1835114

Run 1835114

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 26-10-2016 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
0.9025
Per class
Confusion matrix
F measure
0.8247
Per class
Kappa
0.8049
KB relative information score
816393.2201
Mean absolute error
0.0351
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8254
Per class
Predictive accuracy
0.8244
Prior entropy
3.3219
Recall
0.8244
Per class
Relative absolute error
0.1951
Root mean prior squared error
0.3
Root mean squared error
0.1874
Root relative squared error
0.6246