Run
570705

Run 570705

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
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
0.9542
Per class
Confusion matrix
F measure
0.9195
Per class
Kappa
0.8958
KB relative information score
913993.8976
Mean absolute error
0.0228
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9192
Per class
Predictive accuracy
0.9203
Prior entropy
2.8074
Recall
0.9203
Per class
Relative absolute error
0.093
Root mean prior squared error
0.3499
Root mean squared error
0.1509
Root relative squared error
0.4312