Run
1837997

Run 1837997

Task 189 (Supervised Data Stream Classification) covertype Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_ptrue

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
0.9556
Per class
Confusion matrix
F measure
0.8507
Per class
Kappa
0.7606
KB relative information score
474419.8641
Mean absolute error
0.0698
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8556
Per class
Predictive accuracy
0.8545
Prior entropy
2.8074
Recall
0.8545
Per class
Relative absolute error
0.2849
Root mean prior squared error
0.3499
Root mean squared error
0.179
Root relative squared error
0.5114