Run
1835581

Run 1835581

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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)_g100
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
0.7735
Per class
Confusion matrix
F measure
0.6459
Per class
Kappa
0.5473
KB relative information score
589978.5559
Mean absolute error
0.1698
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6448
Per class
Predictive accuracy
0.6604
Prior entropy
2
Recall
0.6604
Per class
Relative absolute error
0.4527
Root mean prior squared error
0.433
Root mean squared error
0.412
Root relative squared error
0.9516