Run
544092

Run 544092

Task 189 (Supervised Data Stream Classification) covertype Uploaded 30-03-2016 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)_k3
moa.BlastDecayed(1)_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
0.9644
Per class
Confusion matrix
F measure
0.8916
Per class
Kappa
0.8267
KB relative information score
513605.5323
Mean absolute error
0.0417
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8924
Per class
Predictive accuracy
0.8932
Prior entropy
2.8074
Recall
0.8932
Per class
Relative absolute error
0.1704
Root mean prior squared error
0.3499
Root mean squared error
0.1543
Root relative squared error
0.441