Run
1835047

Run 1835047

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.9582
Per class
Confusion matrix
F measure
0.9599
Per class
Kappa
0.9155
KB relative information score
120562
Mean absolute error
0.0401
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.96
Per class
Predictive accuracy
0.9599
Prior entropy
1
Recall
0.9599
Per class
Relative absolute error
0.0802
Root mean prior squared error
0.5
Root mean squared error
0.2002
Root relative squared error
0.4005