Run
1836806

Run 1836806

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 28-10-2016 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,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
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
0.9455
Per class
Confusion matrix
F measure
0.8889
Per class
Kappa
0.7915
KB relative information score
853444.2507
Mean absolute error
0.0668
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8919
Per class
Predictive accuracy
0.8901
Prior entropy
2
Recall
0.8901
Per class
Relative absolute error
0.178
Root mean prior squared error
0.433
Root mean squared error
0.2044
Root relative squared error
0.4721