Run
1837935

Run 1837935

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)_k6
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
0.9597
Per class
Confusion matrix
F measure
0.87
Per class
Kappa
0.7922
KB relative information score
484081.5392
Mean absolute error
0.0631
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8735
Per class
Predictive accuracy
0.8733
Prior entropy
2.8074
Recall
0.8733
Per class
Relative absolute error
0.2576
Root mean prior squared error
0.3499
Root mean squared error
0.1724
Root relative squared error
0.4927