Run
1835037

Run 1835037

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.7568
Per class
Confusion matrix
F measure
0.7593
Per class
Kappa
0.5122
KB relative information score
557732
Mean absolute error
0.241
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.7597
Per class
Predictive accuracy
0.759
Prior entropy
1
Recall
0.759
Per class
Relative absolute error
0.482
Root mean prior squared error
0.5
Root mean squared error
0.4909
Root relative squared error
0.9819