Run
571459

Run 571459

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 04-05-2016 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
0.9379
Per class
Confusion matrix
F measure
0.9465
Per class
Kappa
0.8785
KB relative information score
893224
Mean absolute error
0.0534
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9465
Per class
Predictive accuracy
0.9466
Prior entropy
1
Recall
0.9466
Per class
Relative absolute error
0.1068
Root mean prior squared error
0.5
Root mean squared error
0.2311
Root relative squared error
0.4621