Run
1836846

Run 1836846

Task 189 (Supervised Data Stream Classification) covertype Uploaded 28-10-2016 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)_k5
moa.BlastDecayed(9)_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
0.9565
Per class
Confusion matrix
F measure
0.8571
Per class
Kappa
0.7727
KB relative information score
486712.9307
Mean absolute error
0.0605
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8623
Per class
Predictive accuracy
0.862
Prior entropy
2.8074
Recall
0.862
Per class
Relative absolute error
0.2471
Root mean prior squared error
0.3499
Root mean squared error
0.173
Root relative squared error
0.4945