Run
571123

Run 571123

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.9422
Per class
Confusion matrix
F measure
0.9491
Per class
Kappa
0.8846
KB relative information score
898256
Mean absolute error
0.0509
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9491
Per class
Predictive accuracy
0.9491
Prior entropy
1
Recall
0.9491
Per class
Relative absolute error
0.1017
Root mean prior squared error
0.5
Root mean squared error
0.2255
Root relative squared error
0.4511