Run
571180

Run 571180

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g100
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
0.8045
Per class
Confusion matrix
F measure
0.8014
Per class
Kappa
0.6009
KB relative information score
647514
Mean absolute error
0.1993
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8071
Per class
Predictive accuracy
0.8007
Prior entropy
1
Recall
0.8007
Per class
Relative absolute error
0.3987
Root mean prior squared error
0.5
Root mean squared error
0.4465
Root relative squared error
0.8929