Run
525574

Run 525574

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g100
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
0.6917
Per class
Confusion matrix
F measure
0.761
Per class
Kappa
0.4139
KB relative information score
543804
Mean absolute error
0.2281
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7609
Per class
Predictive accuracy
0.7719
Prior entropy
1
Recall
0.7719
Per class
Relative absolute error
0.4562
Root mean prior squared error
0.5
Root mean squared error
0.4776
Root relative squared error
0.9552