Run
1836728

Run 1836728

Task 189 (Supervised Data Stream Classification) covertype Uploaded 27-10-2016 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)_k3
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
0.9651
Per class
Confusion matrix
F measure
0.9043
Per class
Kappa
0.8472
KB relative information score
518070.7657
Mean absolute error
0.0389
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.905
Per class
Predictive accuracy
0.9057
Prior entropy
2.8074
Recall
0.9057
Per class
Relative absolute error
0.1588
Root mean prior squared error
0.3499
Root mean squared error
0.1492
Root relative squared error
0.4265