Run
545948

Run 545948

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-04-2016 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)_k7
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
0.9447
Per class
Confusion matrix
F measure
0.7496
Per class
Kappa
0.418
KB relative information score
525650.7337
Mean absolute error
0.2446
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8302
Per class
Predictive accuracy
0.7853
Prior entropy
1
Recall
0.7853
Per class
Relative absolute error
0.4893
Root mean prior squared error
0.5
Root mean squared error
0.3567
Root relative squared error
0.7134