Run
525543

Run 525543

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g100
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
0.9198
Per class
Confusion matrix
F measure
0.8625
Per class
Kappa
0.8395
KB relative information score
851576.2581
Mean absolute error
0.0393
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8635
Per class
Predictive accuracy
0.8625
Prior entropy
2.8074
Recall
0.8625
Per class
Relative absolute error
0.1605
Root mean prior squared error
0.3499
Root mean squared error
0.1982
Root relative squared error
0.5665