Run
543502

Run 543502

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 25-03-2016 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)_k4
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
0.8929
Per class
Confusion matrix
F measure
0.7074
Per class
Kappa
0.6778
KB relative information score
708510.4553
Mean absolute error
0.0692
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7083
Per class
Predictive accuracy
0.71
Prior entropy
3.3219
Recall
0.71
Per class
Relative absolute error
0.3845
Root mean prior squared error
0.3
Root mean squared error
0.2158
Root relative squared error
0.7194