Run
543817

Run 543817

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 28-03-2016 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)_k7
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
0.9663
Per class
Confusion matrix
F measure
0.8146
Per class
Kappa
0.5662
KB relative information score
575094.711
Mean absolute error
0.2215
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8617
Per class
Predictive accuracy
0.8328
Prior entropy
1
Recall
0.8328
Per class
Relative absolute error
0.4431
Root mean prior squared error
0.5
Root mean squared error
0.3312
Root relative squared error
0.6624