Run
1835640

Run 1835640

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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
0.7734
Per class
Confusion matrix
F measure
0.6458
Per class
Kappa
0.5472
KB relative information score
589871.0868
Mean absolute error
0.1698
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6447
Per class
Predictive accuracy
0.6604
Prior entropy
2
Recall
0.6604
Per class
Relative absolute error
0.4529
Root mean prior squared error
0.433
Root mean squared error
0.4121
Root relative squared error
0.9517