Run
543583

Run 543583

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)_k5
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
0.8979
Per class
Confusion matrix
F measure
0.7009
Per class
Kappa
0.6709
KB relative information score
685325.7387
Mean absolute error
0.0776
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7021
Per class
Predictive accuracy
0.7039
Prior entropy
3.3219
Recall
0.7039
Per class
Relative absolute error
0.4311
Root mean prior squared error
0.3
Root mean squared error
0.2161
Root relative squared error
0.7202