Run
571299

Run 571299

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)_w10
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
0.8301
Per class
Confusion matrix
F measure
0.8458
Per class
Kappa
0.6722
KB relative information score
694860
Mean absolute error
0.1526
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8467
Per class
Predictive accuracy
0.8474
Prior entropy
1
Recall
0.8474
Per class
Relative absolute error
0.3051
Root mean prior squared error
0.5
Root mean squared error
0.3906
Root relative squared error
0.7812