Run
535361

Run 535361

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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)_k4
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
0.9143
Per class
Confusion matrix
F measure
0.8722
Per class
Kappa
0.7408
KB relative information score
648086.3036
Mean absolute error
0.185
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.873
Per class
Predictive accuracy
0.8727
Prior entropy
1
Recall
0.8727
Per class
Relative absolute error
0.3701
Root mean prior squared error
0.5
Root mean squared error
0.328
Root relative squared error
0.6559