Run
571235

Run 571235

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)_g1000
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
0.8453
Per class
Confusion matrix
F measure
0.8448
Per class
Kappa
0.6907
KB relative information score
68050
Mean absolute error
0.1547
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8502
Per class
Predictive accuracy
0.8453
Prior entropy
1
Recall
0.8453
Per class
Relative absolute error
0.3093
Root mean prior squared error
0.5
Root mean squared error
0.3933
Root relative squared error
0.7866