Run
1834362

Run 1834362

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 22-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9053
Per class
Confusion matrix
F measure
0.8605
Per class
Kappa
0.7183
KB relative information score
627922.3786
Mean absolute error
0.1953
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8612
Per class
Predictive accuracy
0.8603
Prior entropy
1
Recall
0.8603
Per class
Relative absolute error
0.3907
Root mean prior squared error
0.5
Root mean squared error
0.3351
Root relative squared error
0.6701