Run
544208

Run 544208

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 31-03-2016 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)_k2
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
0.8643
Per class
Confusion matrix
F measure
0.8447
Per class
Kappa
0.6906
KB relative information score
67741.0723
Mean absolute error
0.1562
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8507
Per class
Predictive accuracy
0.8453
Prior entropy
1
Recall
0.8453
Per class
Relative absolute error
0.3125
Root mean prior squared error
0.5
Root mean squared error
0.3762
Root relative squared error
0.7524