Run
1835104

Run 1835104

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.9373
Per class
Confusion matrix
F measure
0.946
Per class
Kappa
0.8772
KB relative information score
892098
Mean absolute error
0.054
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9459
Per class
Predictive accuracy
0.946
Prior entropy
1
Recall
0.946
Per class
Relative absolute error
0.1079
Root mean prior squared error
0.5
Root mean squared error
0.2323
Root relative squared error
0.4645