Run
571022

Run 571022

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 03-05-2016 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)_g1000
moa.BlastDecayed(1)_k1
moa.BlastDecayed(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
0.8455
Per class
Confusion matrix
F measure
0.845
Per class
Kappa
0.691
KB relative information score
68082
Mean absolute error
0.1545
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8503
Per class
Predictive accuracy
0.8455
Prior entropy
1
Recall
0.8455
Per class
Relative absolute error
0.309
Root mean prior squared error
0.5
Root mean squared error
0.3931
Root relative squared error
0.7861