Run
571065

Run 571065

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.8447
Per class
Confusion matrix
F measure
0.8441
Per class
Kappa
0.6894
KB relative information score
67928
Mean absolute error
0.1553
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.85
Per class
Predictive accuracy
0.8447
Prior entropy
1
Recall
0.8447
Per class
Relative absolute error
0.3106
Root mean prior squared error
0.5
Root mean squared error
0.3941
Root relative squared error
0.7881