Run
571351

Run 571351

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.8607
Per class
Confusion matrix
F measure
0.8753
Per class
Kappa
0.7348
KB relative information score
753272
Mean absolute error
0.1234
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8767
Per class
Predictive accuracy
0.8766
Prior entropy
1
Recall
0.8766
Per class
Relative absolute error
0.2467
Root mean prior squared error
0.5
Root mean squared error
0.3512
Root relative squared error
0.7025