Run
1837871

Run 1837871

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)_k5
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
0.9653
Per class
Confusion matrix
F measure
0.8689
Per class
Kappa
0.7901
KB relative information score
495015.1725
Mean absolute error
0.0559
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8717
Per class
Predictive accuracy
0.8718
Prior entropy
2.8074
Recall
0.8718
Per class
Relative absolute error
0.2282
Root mean prior squared error
0.3499
Root mean squared error
0.164
Root relative squared error
0.4687