Run
535419

Run 535419

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 09-03-2016 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)_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
0.7446
Per class
Confusion matrix
F measure
0.7604
Per class
Kappa
0.4077
KB relative information score
520858.0114
Mean absolute error
0.2421
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
0.4843
Root mean prior squared error
0.5
Root mean squared error
0.4299
Root relative squared error
0.8597