Run
534417

Run 534417

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 08-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
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
0.7428
Per class
Confusion matrix
F measure
0.7604
Per class
Kappa
0.4077
KB relative information score
519645.7303
Mean absolute error
0.2427
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7682
Per class
Predictive accuracy
0.7778
Prior entropy
1
Recall
0.7778
Per class
Relative absolute error
0.4854
Root mean prior squared error
0.5
Root mean squared error
0.4301
Root relative squared error
0.8603