Run
1834947

Run 1834947

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.8047
Per class
Confusion matrix
F measure
0.8015
Per class
Kappa
0.6012
KB relative information score
647738
Mean absolute error
0.1992
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8072
Per class
Predictive accuracy
0.8008
Prior entropy
1
Recall
0.8008
Per class
Relative absolute error
0.3985
Root mean prior squared error
0.5
Root mean squared error
0.4463
Root relative squared error
0.8927