Run
543684

Run 543684

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 26-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
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
0.9509
Per class
Confusion matrix
F measure
0.8487
Per class
Kappa
0.8231
KB relative information score
748830.9929
Mean absolute error
0.0881
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8529
Per class
Predictive accuracy
0.8483
Prior entropy
2.8074
Recall
0.8483
Per class
Relative absolute error
0.3596
Root mean prior squared error
0.3499
Root mean squared error
0.1969
Root relative squared error
0.5628