Run
543694

Run 543694

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.9003
Per class
Confusion matrix
F measure
0.682
Per class
Kappa
0.6513
KB relative information score
609625.4531
Mean absolute error
0.1002
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.687
Per class
Predictive accuracy
0.6862
Prior entropy
3.3219
Recall
0.6862
Per class
Relative absolute error
0.5569
Root mean prior squared error
0.3
Root mean squared error
0.2229
Root relative squared error
0.7429