Run
1837810

Run 1837810

Task 189 (Supervised Data Stream Classification) covertype Uploaded 29-10-2016 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)_k4
moa.BlastDecayed(9)_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
0.9686
Per class
Confusion matrix
F measure
0.9075
Per class
Kappa
0.8522
KB relative information score
506967.6994
Mean absolute error
0.0476
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.908
Per class
Predictive accuracy
0.9087
Prior entropy
2.8074
Recall
0.9087
Per class
Relative absolute error
0.1943
Root mean prior squared error
0.3499
Root mean squared error
0.1552
Root relative squared error
0.4436