Run
1835649

Run 1835649

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.8694
Per class
Confusion matrix
F measure
0.9398
Per class
Kappa
0.81
KB relative information score
885588
Mean absolute error
0.0572
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9448
Per class
Predictive accuracy
0.9428
Prior entropy
1
Recall
0.9428
Per class
Relative absolute error
0.1144
Root mean prior squared error
0.5
Root mean squared error
0.2392
Root relative squared error
0.4784