Run
527440

Run 527440

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
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
0.8762
Per class
Confusion matrix
F measure
0.8778
Per class
Kappa
0.7527
KB relative information score
755696
Mean absolute error
0.1222
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8778
Per class
Predictive accuracy
0.8778
Prior entropy
1
Recall
0.8778
Per class
Relative absolute error
0.2443
Root mean prior squared error
0.5
Root mean squared error
0.3495
Root relative squared error
0.699