Run
1835606

Run 1835606

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)_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
0.9613
Per class
Confusion matrix
F measure
0.9635
Per class
Kappa
0.923
KB relative information score
121504
Mean absolute error
0.0365
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9635
Per class
Predictive accuracy
0.9635
Prior entropy
1
Recall
0.9635
Per class
Relative absolute error
0.073
Root mean prior squared error
0.5
Root mean squared error
0.191
Root relative squared error
0.3821