Run
545951

Run 545951

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 04-04-2016 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)_k3
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
0.9708
Per class
Confusion matrix
F measure
0.9232
Per class
Kappa
0.8229
KB relative information score
797546.0821
Mean absolute error
0.1055
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9263
Per class
Predictive accuracy
0.9248
Prior entropy
1
Recall
0.9248
Per class
Relative absolute error
0.2109
Root mean prior squared error
0.5
Root mean squared error
0.2379
Root relative squared error
0.4757