Run
571242

Run 571242

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)_w1
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
0.8016
Per class
Confusion matrix
F measure
0.817
Per class
Kappa
0.6115
KB relative information score
636782
Mean absolute error
0.1816
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8169
Per class
Predictive accuracy
0.8184
Prior entropy
1
Recall
0.8184
Per class
Relative absolute error
0.3632
Root mean prior squared error
0.5
Root mean squared error
0.4262
Root relative squared error
0.8523