Run
1834997

Run 1834997

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 25-10-2016 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
0.7236
Per class
Confusion matrix
F measure
0.4643
Per class
Kappa
0.4471
KB relative information score
462036.0618
Mean absolute error
0.0409
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4679
Per class
Predictive accuracy
0.4684
Prior entropy
4.7004
Recall
0.4684
Per class
Relative absolute error
0.5528
Root mean prior squared error
0.1923
Root mean squared error
0.2022
Root relative squared error
1.0515