Run
1836992

Run 1836992

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_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
0.9592
Per class
Confusion matrix
F measure
0.6883
Per class
Kappa
0.2858
KB relative information score
583023.7652
Mean absolute error
0.212
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8132
Per class
Predictive accuracy
0.747
Prior entropy
1
Recall
0.747
Per class
Relative absolute error
0.424
Root mean prior squared error
0.5
Root mean squared error
0.3423
Root relative squared error
0.6845