Run
1834058

Run 1834058

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
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
0.8572
Per class
Confusion matrix
F measure
0.8602
Per class
Kappa
0.7167
KB relative information score
720978
Mean absolute error
0.1395
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8604
Per class
Predictive accuracy
0.8605
Prior entropy
1
Recall
0.8605
Per class
Relative absolute error
0.279
Root mean prior squared error
0.5
Root mean squared error
0.3735
Root relative squared error
0.747