Run
1836685

Run 1836685

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 27-10-2016 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)_k2
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
0.9276
Per class
Confusion matrix
F measure
0.8742
Per class
Kappa
0.7626
KB relative information score
868067.037
Mean absolute error
0.059
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8825
Per class
Predictive accuracy
0.8747
Prior entropy
2
Recall
0.8747
Per class
Relative absolute error
0.1573
Root mean prior squared error
0.433
Root mean squared error
0.2137
Root relative squared error
0.4936