Run
1835550

Run 1835550

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)_w10000
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
0.9159
Per class
Confusion matrix
F measure
0.8484
Per class
Kappa
0.8317
KB relative information score
841622.1196
Mean absolute error
0.0303
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8486
Per class
Predictive accuracy
0.8486
Prior entropy
3.3219
Recall
0.8486
Per class
Relative absolute error
0.1683
Root mean prior squared error
0.3
Root mean squared error
0.174
Root relative squared error
0.5801