Run
543151

Run 543151

Task 189 (Supervised Data Stream Classification) covertype Uploaded 24-03-2016 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)_k2
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
0.9541
Per class
Confusion matrix
F measure
0.8774
Per class
Kappa
0.807
KB relative information score
521619.8744
Mean absolute error
0.0343
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8855
Per class
Predictive accuracy
0.8811
Prior entropy
2.8074
Recall
0.8811
Per class
Relative absolute error
0.1401
Root mean prior squared error
0.3499
Root mean squared error
0.1528
Root relative squared error
0.4366