Run
571322

Run 571322

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.8145
Per class
Confusion matrix
F measure
0.86
Per class
Kappa
0.6743
KB relative information score
732200
Mean absolute error
0.1339
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8701
Per class
Predictive accuracy
0.8661
Prior entropy
1
Recall
0.8661
Per class
Relative absolute error
0.2678
Root mean prior squared error
0.5
Root mean squared error
0.3659
Root relative squared error
0.7318