Run
543861

Run 543861

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_ptrue

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
0.8946
Per class
Confusion matrix
F measure
0.8448
Per class
Kappa
0.6925
KB relative information score
63665.0684
Mean absolute error
0.181
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8595
Per class
Predictive accuracy
0.8463
Prior entropy
1
Recall
0.8463
Per class
Relative absolute error
0.3621
Root mean prior squared error
0.5
Root mean squared error
0.3582
Root relative squared error
0.7163