Run
1835638

Run 1835638

Task 2244 (Supervised Data Stream Classification) adult Uploaded 27-10-2016 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)_g1000
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
0.763
Per class
Confusion matrix
F measure
0.8378
Per class
Kappa
0.5464
KB relative information score
33308
Mean absolute error
0.159
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8359
Per class
Predictive accuracy
0.841
Prior entropy
1
Recall
0.841
Per class
Relative absolute error
0.318
Root mean prior squared error
0.5
Root mean squared error
0.3988
Root relative squared error
0.7976