Run
544037

Run 544037

Task 189 (Supervised Data Stream Classification) covertype Uploaded 29-03-2016 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)_k4
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
0.9638
Per class
Confusion matrix
F measure
0.8971
Per class
Kappa
0.8356
KB relative information score
501142.571
Mean absolute error
0.0508
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8979
Per class
Predictive accuracy
0.8988
Prior entropy
2.8074
Recall
0.8988
Per class
Relative absolute error
0.2075
Root mean prior squared error
0.3499
Root mean squared error
0.1624
Root relative squared error
0.464