Run
1834766

Run 1834766

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 24-10-2016 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,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_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
0.9492
Per class
Confusion matrix
F measure
0.7401
Per class
Kappa
0.3973
KB relative information score
563521.8583
Mean absolute error
0.2284
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8301
Per class
Predictive accuracy
0.7795
Prior entropy
1
Recall
0.7795
Per class
Relative absolute error
0.4567
Root mean prior squared error
0.5
Root mean squared error
0.3385
Root relative squared error
0.677